| data analysis certificate google: Google IT Support Professional Certificate , 2024-10-26 Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com |
| data analysis certificate google: Business Intelligence Career Master Plan Eduardo Chavez, Danny Moncada, 2023-08-31 Learn the foundations of business intelligence, sector trade-offs, organizational structures, and technology stacks while mastering coursework, certifications, and interview success strategies Purchase of the print or Kindle book includes a free PDF eBook Key Features Identify promising job opportunities and ideal entry point into BI Build, design, implement, and maintain BI systems successfully Ace your BI interview with author's expert guidance on certifications, trainings, and courses Book DescriptionNavigating the challenging path of a business intelligence career requires you to consider your expertise, interests, and skills. Business Intelligence Career Master Plan explores key skills like stacks, coursework, certifications, and interview advice, enabling you to make informed decisions about your BI journey. You’ll start by assessing the different roles in BI and matching your skills and career with the tech stack. You’ll then learn to build taxonomy and a data story using visualization types. Additionally, you’ll explore the fundamentals of programming, frontend development, backend development, software development lifecycle, and project management, giving you a broad view of the end-to-end BI process. With the help of the author’s expert advice, you’ll be able to identify what subjects and areas of study are crucial and would add significant value to your skill set. By the end of this book, you’ll be well-equipped to make an informed decision on which of the myriad paths to choose in your business intelligence journey based on your skill set and interests.What you will learn Understand BI roles, roadmap, and technology stack Accelerate your career and land your first job in the BI industry Build the taxonomy of various data sources for your organization Use the AdventureWorks database and PowerBI to build a robust data model Create compelling data stories using data visualization Automate, templatize, standardize, and monitor systems for productivity Who this book is for This book is for BI developers and business analysts who are passionate about data and are looking to advance their proficiency and career in business intelligence. While foundational knowledge of tools like Microsoft Excel is required, having a working knowledge of SQL, Python, Tableau, and major cloud providers such as AWS or GCP will be beneficial. |
| data analysis certificate google: Principles and Theories of Data Mining With RapidMiner Ramjan, Sarawut, Sunkpho, Jirapon, 2023-05-09 The demand for skilled data scientists is rapidly increasing as more organizations recognize the value of data-driven decision- making. Data science, data management, and data mining are all critical components for various types of organizations, including large and small corporations, academic institutions, and government entities. For companies, these components serve to extract insights and value from their data, empowering them to make evidence-driven decisions and gain a competitive advantage by discovering patterns and trends and avoiding costly mistakes. Academic institutions utilize these tools to analyze large datasets and gain insights into various scientific fields of study, including genetic data, climate data, financial data, and in the social sciences they are used to analyze survey data, behavioral data, and public opinion data. Governments use data science to analyze data that can inform policy decisions, such as identifying areas with high crime rates, determining which regions need infrastructure development, and predicting disease outbreaks. However, individuals who are not data science experts, but are experts within their own fields, may need to apply their experience to the data they must manage, but still struggle to expand their knowledge of how to use data mining tools such as RapidMiner software. Principles and Theories of Data Mining With RapidMiner is a comprehensive guide for students and individuals interested in experimenting with data mining using RapidMiner software. This book takes a practical approach to learning through the RapidMiner tool, with exercises and case studies that demonstrate how to apply data mining techniques to real-world scenarios. Readers will learn essential concepts related to data mining, such as supervised learning, unsupervised learning, association rule mining, categorical data, continuous data, and data quality. Additionally, readers will learn how to apply data mining techniques to popular algorithms, including k-nearest neighbor (K-NN), decision tree, naïve bayes, artificial neural network (ANN), k-means clustering, and probabilistic methods. By the end of the book, readers will have the skills and confidence to use RapidMiner software effectively and efficiently, making it an ideal resource for anyone, whether a student or a professional, who needs to expand their knowledge of data mining with RapidMiner software. |
| data analysis certificate google: The Complete Power BI Interview Guide Sandielly Ortega Polanco, Gogula Aryalingam, Abu Bakar Nisar Alvi, 2024-04-05 Build your career in data analytics with this ultimate guide to excelling as a Power BI professional Key Features Seize your dream job with expert guidance for interview preparation and valuable tips Navigate the hiring process confidently with a proven step-by-step approach Stand out from the competition by honing your technical skills and interview strategies Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe Complete Power Interview Guide helps you excel in a Power BI interview, secure desired roles, and be ready with the knowledge and skills to ace your role from the first day. Whether you're beginning your career journey or transitioning into a data analytics role, this guide offers hands-on skills and interview questions you need to succeed as a BI or data analyst. This book also offers supplemental content for PowerBI certification exams like PL-300. The book will equip you with the knowledge and strategies to effectively navigate the competitive job market. From creating an outstanding online professional profile to optimizing your resume and building a compelling work portfolio, you'll learn how to establish a strong personal brand. The essentials of Power BI, including data preparation, data modeling, DAX programming, expert report development, and impactful storytelling, are covered in-depth through real-world examples and valuable tips. By the end of this book, you'll have the confidence to interview for Power BI roles, navigate technical assessments, answer behavioral questions, and tackle case studies. You’ll have gained applied knowledge and the competitive edge needed to succeed in the data analytics job market and stay ahead of industry trends for career advancement.What you will learn Elevate your profile presentation with standout techniques Navigate the Power BI job market strategically for job-hunting success Cultivate essential soft skills for career growth Explore the complete analytics development cycle in Power BI Master key Power BI development concepts in core areas with carefully crafted hands-on demonstrations, case studies, and interview questions Gain insights into HR interviews, salary negotiations, and onboarding procedures Who this book is for This book is for data enthusiasts and professionals aspiring to secure interviews for roles such as data analyst, business intelligence analyst or developer, and Power BI-related positions. Whether you're new to the field or an experienced practitioner, this book provides valuable insights and strategies to enhance your Power BI skills and succeed in the hiring process. Basic knowledge of Power BI and data analytics, coupled with a drive to create impactful Power BI solutions with precise data insights, will help you make the most of this book. |
| data analysis certificate google: Google Project Management Professional Certificate , 2024-10-26 Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com |
| data analysis certificate google: Data Analysis Foundation Courseware Van Haren Learning Solutions a.o., 2024-01-03 This Data Analysis Foundation Courseware enable a Data Analysis Foundation course, providing a comprehensive introduction to data concepts and the essence of data analysis, subsequently delving into the fundamental principles of Data Analysis, such as statistics and probability. Moreover, this course concentrates on extensively used data analysis techniques like regression and a step-by-step guide to executing them. Data Analysis refers to the systematic application of statistical and mathematical techniques to gain insights, explore, and scrutinize data in order to identify patterns and draw meaningful conclusions that assist businesses in making informed decisions based on data. This process typically encompasses various stages, including data collection, exploration, cleansing, pre-processing, and data organization. Frequently, data analysis is an ongoing, iterative procedure wherein data is continuously collected and analyzed simultaneously. There are two primary approaches to data analysis. Quantitative techniques involve working with numerical data and employ statistical measures, percentages, and calculations. These methods utilize algorithms, mathematical analysis tools, and software to manipulate data and reveal concealed business value. For instance, quantitative data analysis is employed to evaluate market data, aiding a company in determining an appropriate price for a new product. Qualitative data analysis entails working with non-numerical data, specifically categorical variables. Qualitative data analysis is also applicable in various business processes, including identifying themes and patterns and addressing research inquiries, aiming to enhance a product. |
| data analysis certificate google: What Color Is Your Parachute? for Teens, Fourth Edition Carol Christen, 2022-04-05 Today’s adolescents face unprecedented challenges. As a teenager, how do you pick a great-for-you job or college major that will finance your future? You need a plan! The proven exercises in What Color Is Your Parachute? for Teens help uncover what matters most to you, what you love to do, the kinds of people you work best with, and how to use the skills and interests you already have—on social media and elsewhere—to choose a major or career path that is uniquely suited to your passions, strengths, and goals. With the most up-to-date information on how the pandemic and other challenges have altered higher education and the job market, this new edition features time-tested techniques such as information interviewing (with sample outreach and thank-you notes), the latest job discovery tactics (both online and in-person), how to connect to and land great internships, and more. By implementing a plan now, you can make the most of high school and create a life you’ll enjoy post-graduation! |
| data analysis certificate google: Thriving At Work Ethan Patel, 2024-10-16 Thriving at Work offers a fresh perspective on professional development, exploring how individuals can find fulfillment and success in their careers. The book focuses on three key areas: self-awareness, strategic relationship building, and continuous skill development. By examining the evolution of work culture and drawing on interdisciplinary research, it provides a comprehensive guide to navigating the modern workplace. What sets this book apart is its holistic approach, emphasizing that personal growth and professional success are interconnected. It challenges readers to redefine career achievement, balancing external success markers with internal satisfaction. Through practical exercises, real-world examples, and actionable strategies, the book guides professionals at all levels to align their values with career goals, cultivate meaningful workplace relationships, and expand their skill sets. Structured in three parts, Thriving at Work progresses from developing professional self-awareness to mastering relationship-building techniques and embracing continuous learning. It addresses current debates such as work-life balance and remote work, offering balanced perspectives that empower readers to form their own informed opinions. By providing tools for conducting professional self-audits and creating personalized development plans, this book equips individuals to transform their work lives and achieve true career fulfillment. |
| data analysis certificate google: AI-Powered Productivity Dr. Asma Asfour, 2024-07-29 This book, AI-Powered Productivity, aims to provide a guide to understanding, utilizing AI and generative tools in various professional settings. The primary purpose of this book is to offer readers a deep dive into the concepts, tools, and practices that define the current AI landscape. From foundational principles to advanced applications, this book is structured to cater to both beginners and professionals looking to enhance their knowledge and skills in AI. This book is divided into nine chapters, each focusing on a specific aspect of AI and its practical applications: Chapter 1 introduces the basic concepts of AI, its impact on various sectors, and key factors driving its rapid advancement, along with an overview of generative AI tools. Chapter 2 delves into large language models like ChatGPT, Google Gemini, Claude, Microsoft's Turing NLG, and Facebook's BlenderBot, exploring their integration with multimodal technologies and their effects on professional productivity. Chapter 3 offers a practical guide to mastering LLM prompting and customization, including tutorials on crafting effective prompts and advanced techniques, as well as real-world examples of AI applications. Chapter 4 examines how AI can enhance individual productivity, focusing on professional and personal benefits, ethical use, and future trends. Chapter 5 addresses data-driven decision- making, covering data analysis techniques, AI in trend identification, consumer behavior analysis, strategic planning, and product development. Chapter 6 discusses strategic and ethical considerations of AI, including AI feasibility, tool selection, multimodal workflows, and best practices for ethical AI development and deployment. Chapter 7 highlights the role of AI in transforming training and professional development, covering structured training programs, continuous learning initiatives, and fostering a culture of innovation and experimentation. Chapter 8 provides a guide to successfully implementing AI in organizations, discussing team composition, collaborative approaches, iterative development processes, and strategic alignment for AI initiatives. Finally, Chapter 9 looks ahead to the future of work, preparing readers for the AI revolution by addressing training and education, career paths, common fears, and future trends in the workforce. The primary audience for the book is professionals seeking to enhance productivity and organizations or businesses. For professionals, the book targets individuals from various industries, reflecting its aim to reach a broad audience across different professional fields. It is designed for employees at all levels, offering valuable insights to both newcomers to AI and seasoned professionals. Covering a range of topics from foundational concepts to advanced applications, the book is particularly relevant for those interested in improving efficiency, with a strong emphasis on practical applications and productivity tools to optimize work processes. For organizations and businesses, the book serves as a valuable resource for decision-makers and managers, especially with chapters on data-driven decision-making, strategic considerations, and AI implementation. HR and training professionals will find the focus on AI in training and development beneficial for talent management, while IT and technology teams will appreciate the information on AI tools and concepts. |
| data analysis certificate google: Medical Applications of Intelligent Data Analysis: Research Advancements Magdalena-Benedito, Rafael, 2012-06-30 This book explores the potential of utilizing medical data through the implementation of developed models in practical applications--Provided by publisher. |
| data analysis certificate google: Microcredentials for Excellence Rebecca Ferguson, Denise Whitelock, 2024-09-19 Institutions all over the world are setting up microcredentials in responses to calls from governments and industry. These are short courses, usually offered online, with an emphasis on the needs of the workplace. More targeted than typical degree courses, they cover role-specific knowledge and help with essential workplace skills. They enable learners to study alongside their work, refreshing and updating their skills. With microcredentials, individuals can access the qualifications they need to get the jobs they want, retraining and upskilling whenever necessary. These are exciting possibilities, but how can they be achieved? Written for everyone with an interest in the policy, practice, or production of microcredentials, this book takes a realistic look at what is possible. Rooted in experience, research and practice, it identifies what makes these new courses distinctive and provides guidance on how to go about producing them and supporting learners. Differences in scale, funding, learners, and presentation are just some of the factors that mean microcredentials are not typical courses. Setting them up and sustaining them effectively requires thought and change in all areas of an institution, as well as new or extended partnerships with employers and professional organisations. Microcredentials for Excellence: A Practical Guide examines the range of roles that contribute to a successful microcredential as well as processes and frameworks developed to help with the development of a microcredentials programme. The book: - describes approaches to teaching and learning that work well with these courses; - identifies methods of course production and learning design that have proved successful when making the move to microcredentials; - suggests ways in which learners can be supported during their studies, especially in terms of wellbeing, accessibility, and mental health; - examines innovative practices in assessment and feedback that address some of the challenges for microcredentials in these areas; - explores the internal and external quality standards that may be applied, together with ways of evaluating and developing courses to meet these standards; and - looks ahead to possible futures for microcredentials, taking into account the different visions proposed by those developing them and those influencing that development. |
| data analysis certificate google: American Accountant , 1927 |
| data analysis certificate google: Internet of Behaviors (IoB) R. Dhaya, R. Kanthavel, 2023-05-23 This book is intended to survey the Internet of Behavior (IoB). The book begins with the benefits and potential pitfalls of IoB. Today, IoB has huge potential in every sector of the world. There are numerous applications for IoB which benefit users as well as the business market in order to enhance the user experience. In this book, the benefits of IoB and its negative constraints are discussed in detail. It is a high time that IoB is to take its crown and ruled the world. The work of IoB is critical in keeping our data secure because it can currently identify all humans who attempt to steal someone’s data. Moreover, the business uses of IoB are in high demand. By leveraging promising technical improvements and advances in machine learning algorithms, IoB enables capture, analysis, comprehension, and response for all types of human behavior in a technique that enables the tracking and interpretation of the behavior. IoB can be very useful wherever the behavior, preferences, interests, and location of people need to be examined. On the other hand, an analytical study on consumers’ social and behavioral psychology and their influence on online purchasing is much needed. With the help of visualization tools such as Tableau and detailed reporting on selection patterns, the impact of social media on decision making and the relationship between personality and purchasing power in various age groups is found. The presented study lists major decision-making psychometric factors and highlights critical factors affecting online purchases. The role of IoB is to shape customer service through the use of artificial intelligence, cloud computing, data, smart analytics, machine learning, and other volatile technologies. The attractive components of this book are discussions of dynamic routing mechanisms to reduce energy consumption in software-defined networks; deep insight into Internet of Things (IoT) and IoB security and privacy concerns – applications and future challenges; sentiment analysis and feature reduction using an arboreal monkey compression algorithm with a deep modified neural network classifier; cybersecurity concerns for IoB; and identification of nutrients and microbial contamination in fruits and vegetables using a technology using the Internet of Behavior. There is no doubt that this book covers numerous interesting themes and details on the Internet of Behavior. |
| data analysis certificate google: The 1984 Guide to the Evaluation of Educational Experiences in the Armed Services , 1984 |
| data analysis certificate google: Getting Skills Right Bridging Talent Shortages in Tech Skills-first Hiring, Micro-credentials and Inclusive Outreach OECD, 2024-09-24 Talent shortages in the tech sector pose significant challenges for firms, workers and governments, hindering productivity, innovation, job satisfaction and economic growth. To address these shortages, this report emphasises the importance of a comprehensive, multi-stakeholder strategy based on innovative policy actions. This includes adopting skills-first approaches to hiring, which prioritise specific skills over traditional qualifications, expanding talent pools and enabling employers to adapt more dynamically to evolving technological demands. Additionally, the promotion of micro-credentials is highlighted as a crucial tool for facilitating rapid skill development tailored to current industry needs, thereby supporting continuous learning and workforce agility. Furthermore, fostering inclusivity in the tech sector is essential. The report advocates for inclusive initiatives that broaden the talent pool by addressing barriers faced by under-represented groups, including women, minorities, youth and migrants. The report emphasises that successful implementation of these strategies requires robust collaboration among governments, education and training institutions, and the private sector. It draws on exemplary practices from various OECD countries to illustrate effective approaches to fostering such collaboration, ensuring sustainable solutions to alleviate talent shortages in the tech sector globally. |
| data analysis certificate google: The AI Revolution: How Artificial Intelligence Will Reshape Our Lives, Careers, and Future Rick Spair, Welcome to The AI Revolution: How Artificial Intelligence Will Reshape Our Lives, Careers, and Future, a comprehensive exploration of one of the most transformative technologies of our time. Artificial Intelligence (AI) is not just a buzzword or a distant futuristic concept; it is a reality that is rapidly reshaping every facet of our lives. From the way we communicate, work, and learn to how we address global challenges, AI is at the forefront of innovation and change. As you delve into this book, you will embark on a journey through the history, development, and profound impact of AI. We will explore the foundational concepts that underpin AI technologies, demystify the jargon that often surrounds this field, and provide a clear understanding of how AI works. More importantly, we will examine the real-world applications of AI across various sectors, highlighting the benefits and challenges that come with integrating AI into our daily lives. The narrative will take you through the corridors of healthcare, where AI is revolutionizing diagnostics and treatment; into the financial world, where it is enhancing fraud detection and customer service; and onto the roads, where autonomous vehicles are becoming a reality. You will see how AI is personalizing education, transforming entertainment, and optimizing retail experiences. Each chapter is designed to provide insights into how AI is currently being utilized and the future possibilities it holds. Beyond the technological advancements, this book delves into the ethical considerations and societal impacts of AI. We will discuss the moral dilemmas, privacy concerns, and the need for transparency and accountability in AI development. Understanding these aspects is crucial for fostering a responsible AI ecosystem that benefits all of humanity. In the chapters dedicated to the future of work, you will learn about the skills and competencies required in an AI-driven job market. We will explore the opportunities and challenges posed by job automation and the importance of continuous learning and adaptability. This book aims to equip you with the knowledge to navigate and thrive in a rapidly changing world. We will also address the vital role of individuals, businesses, and governments in shaping the future of AI. From fostering innovation and ensuring ethical practices to promoting inclusivity and equity, the collective efforts of all stakeholders are essential for creating a balanced and beneficial AI landscape. The AI Revolution: How Artificial Intelligence Will Reshape Our Lives, Careers, and Future is not just an academic discourse but a call to action. It encourages readers to engage with AI positively, responsibly, and proactively. As we stand on the brink of this technological revolution, it is imperative to understand its implications and harness its potential to create a better, more equitable world. Join us as we explore the fascinating world of AI, understand its transformative power, and envision a future where technology and humanity coexist harmoniously for the greater good. |
| data analysis certificate google: The Oxford Handbook of Education and Globalization Jacqueline Behrend, 2023 The categories commonly mobilized to think about education have long been associated with the notion of the nation state, and functioned as obstacles, rather than resources, for our understanding of how globalization plays out in this particular field. In the last two decades, both social theory and comparative politics have attempted to overcome these limitations in their own way. Social theory increasingly acknowledged education as a global phenomenon. Theories have been developed to describe a global society evolving across borders. They show how, through processes that remain debated (cultural isomorphism, capitalism, functional differentiation), a number of structural and semantic evolutions have spread across education systems. Part I of this Handbook is dedicated to presenting, discussing, and comparing three such theories of globalization and their implications for our understanding of education and education policy. Comparative politics has for its part concerned itself with developing a more complex, less unified and 'transformationalist' view of the State by acknowledging the fragmentation and distribution of its functions among distinct domains and levels. Part II gravitates around this global constellation, with chapters focusing on global reforms, norms and ideas put forward by supranational organizations, on international accountability processes and on the ways in which nation states or local actors adopt, implement or resist global ideas and reforms. The two Parts reflect these disciplinary approaches to the relation between globalization and education. Together, these two approaches seek to provide a comprehensive overview of how globalization and education interact to result in distinct and varying outcomes across world regions-- |
| data analysis certificate google: The 1980 Guide to the Evaluation of Educational Experiences in the Armed Services: Coast Guard, Marine Corps, Navy, Dept. of Defense American Council on Education, 1980 |
| data analysis certificate google: Excel 2023 - Manage Your New Career in Data Analysis Dr Vinod Walwante - डॉ. विनोद वाळवंटे, 2024-08-21 Starting a new career in data analytics? Excel 2023: Manage Your New Career in Data Analytics with Dr Vinod Walwante - डॉ. विनोद वाळवंटे is the resource to help you develop the necessary Excel skills. This book focuses on practical, real-world applications of Excel 2023, guiding you through key tasks in data analysis. Whether you're just beginning in data analytics or looking to improve your skills, Dr Vinod Walwante - डॉ. विनोद वाळवंटे offers clear instructions and hands-on exercises. Discover how to work with large datasets, create effective reports, and use advanced Excel functions to tackle complex problems. The book covers a wide range of topics, from basic Excel functions to more advanced techniques, aimed at helping you work more efficiently and accurately in data-driven roles. With these skills, you’ll be prepared to handle the challenges of the fast-paced data analytics field. This book is ideal for beginners and those transitioning into data analytics. Excel 2023 offers the knowledge and tools you need to succeed in your new role. Enhance your Excel capabilities and take your data analysis skills to the next level with this valuable resource. |
| data analysis certificate google: RESUME SAMPLES 60 for IT & Others Gyan Shankar, 2024-07-24 This book contains sixty sample resumes for various IT and other job roles, which are distinct for freshers and seniors. This guidebook offers a new approach and a well-marked path to the construction of an effective résumé, in formats hiring managers prefer. The opening chapter provides the different formats of resumes, for freshers and seniors and explains each one and provides the information you need to ensure that you use the right format for your resume depending on your profile, overall work history and the type of job you're seeking. |
| data analysis certificate google: Proceedings of the International Joint Conference on Arts and Humanities 2023 (IJCAH 2023) Ali Mustofa, Ima Widiyanah, Binar K. Prahani, Imami A. T. Rahayu, Moh. Mudzakkir, Cicilia D. M. Putri, 2024-01-19 This is an open access book. Welcome to the International Joint Conference on Arts and Humanities 2023 held by State University of Surabaya.This joint conference features four international conferences: the International Conference on Education Innovation (ICEI) 2023, the International Conference on Cultural Studies and Applied Linguistics (ICCSAL) 2023, the International Conference on Research and Academic Community Services (ICRACOS) 2023, and the International Conference of SocialScience and Law (ICSSL) 2023 .It encourages dissemination of ideas in arts and humanity and provides a forum for intellectuals from all over the world to discuss and present their research findings on the research area. This conference was held in Surabaya, East Java, Indonesia on August 26th, 2023 - September 10th, 2023 |
| data analysis certificate google: Data Science for Decision Makers Jon Howells, 2024-07-26 Bridge the gap between business and data science by learning how to interpret machine learning and AI models, manage data teams, and achieve impactful results Key Features Master the concepts of statistics and ML to interpret models and guide decisions Identify valuable AI use cases and manage data science projects from start to finish Empower top data science teams to solve complex problems and build AI products Purchase of the print Kindle book includes a free PDF eBook Book DescriptionAs data science and artificial intelligence (AI) become prevalent across industries, executives without formal education in statistics and machine learning, as well as data scientists moving into leadership roles, must learn how to make informed decisions about complex models and manage data teams. This book will elevate your leadership skills by guiding you through the core concepts of data science and AI. This comprehensive guide is designed to bridge the gap between business needs and technical solutions, empowering you to make informed decisions and drive measurable value within your organization. Through practical examples and clear explanations, you'll learn how to collect and analyze structured and unstructured data, build a strong foundation in statistics and machine learning, and evaluate models confidently. By recognizing common pitfalls and valuable use cases, you'll plan data science projects effectively, from the ground up to completion. Beyond technical aspects, this book provides tools to recruit top talent, manage high-performing teams, and stay up to date with industry advancements. By the end of this book, you’ll be able to characterize the data within your organization and frame business problems as data science problems.What you will learn Discover how to interpret common statistical quantities and make data-driven decisions Explore ML concepts as well as techniques in supervised, unsupervised, and reinforcement learning Find out how to evaluate statistical and machine learning models Understand the data science lifecycle, from development to monitoring of models in production Know when to use ML, statistical modeling, or traditional BI methods Manage data teams and data science projects effectively Who this book is for This book is designed for executives who want to understand and apply data science methods to enhance decision-making. It is also for individuals who work with or manage data scientists and machine learning engineers, such as chief data officers (CDOs), data science managers, and technical project managers. |
| data analysis certificate google: Annual Review United States. National Guard Bureau, 2000 |
| data analysis certificate google: Data Science Job: How to become a Data Scientist Przemek Chojecki, 2020-01-31 We’re living in a digital world. Most of our global economy is digital and the sheer volume of data is stupendous. It’s 2020 and we’re living in the future. Data Scientist is one of the hottest job on the market right now. Demand for data science is huge and will only grow, and it seems like it will grow much faster than the actual number of data scientists. So if you want to make a career change and become a data scientist, now is the time. This book will guide you through the process. From my experience of working with multiple companies as a project manager, a data science consultant or a CTO, I was able to see the process of hiring data scientists and building data science teams. I know what’s important to land your first job as a data scientist, what skills you should acquire, what you should show during a job interview. |
| data analysis certificate google: High-Performance Computing and Big Data Analysis Lucio Grandinetti, Seyedeh Leili Mirtaheri, Reza Shahbazian, 2019-10-19 This book constitutes revised and selected papers from the Second International Congress on High-Performance Computing and Big Data Analysis, TopHPC 2019, held in Tehran, Iran, in April 2019. The 37 full papers and 2 short papers presented in this volume were carefully reviewed and selected from a total of 103 submissions. The papers in the volume are organized acording to the following topical headings: deep learning; big data analytics; Internet of Things.- data mining, neural network and genetic algorithms; performance issuesand quantum computing. |
| data analysis certificate google: Data Science Thinking Longbing Cao, 2018-08-17 This book explores answers to the fundamental questions driving the research, innovation and practices of the latest revolution in scientific, technological and economic development: how does data science transform existing science, technology, industry, economy, profession and education? How does one remain competitive in the data science field? What is responsible for shaping the mindset and skillset of data scientists? Data Science Thinking paints a comprehensive picture of data science as a new scientific paradigm from the scientific evolution perspective, as data science thinking from the scientific-thinking perspective, as a trans-disciplinary science from the disciplinary perspective, and as a new profession and economy from the business perspective. |
| data analysis certificate google: Crime and Intelligence Analysis Glenn Grana, James Windell, 2021-04-08 Crime and Intelligence Analysis: An Integrated Real-Time Approach, 2nd Edition, covers everything crime analysts and tactical analysts need to know to be successful. Providing an overview of the criminal justice system as well as the more fundamental areas of crime analysis, the book enables students and law enforcement personnel to gain a better understanding of criminal behavior, learn the basics of conducting temporal analysis of crime patterns, use spatial analysis to better understand crime, apply research methods to crime analysis, and more successfully evaluate data and information to help predict criminal offending and solve criminal cases. A new chapter provides expert advice about terrorist threats and threat assessment. Criminal justice and police academy students, as well as civilians, sworn officers, and administrators, can build the skills to be credible crime analysts who play a critical role in the daily operations of law enforcement. |
| data analysis certificate google: Handbook of Youth Development Sibnath Deb, Shayana Deb, 2023-12-03 This handbook provides a comprehensive overview of youth development, including theories and applications across different countries, namely India, the UK, and Australia. It presents the status of youth and their role in society, their education, and their career perspectives. The focus is on developing youth's internal abilities by providing a creative and supportive environment through appropriate mentorship and encouragement. It discusses a wide range of contemporary and relevant issues relating to holistic career growth of youth, whereby youth work is recognized as a profession. Academicians from various disciplinary backgrounds offer conceptual and methodological perspectives. Chapters into five themes focus on a balance between developing stable, protective factors for mental health, and positive youth development to ensure appropriate cognitive, social, emotional, and behavioral skills needed to thrive in an evolving world. It discusses the status of the youth in terms of digital competency, engagement of youth in sports, teaching, political process, and community development activities in the present and rapidly altering world scenario. The book also discusses the role of institution-based family counseling for healthy youth development. Given its comprehensive coverage, the handbook is an essential resource for a broad audience of youth researchers, practitioners and policymakers of population sciences, childhood and youth studies, development studies, and psychology. |
| data analysis certificate google: Disruptive Digitalisation and Platforms Mathias Béjean, Julienne Brabet, Edoardo Mollona, Corinne Vercher-Chaptal, 2024-06-14 This book provides an overview of the opportunities and risks of digitalisation and the platforms that embody it and constitute society's new infrastructure. From a management point of view – defined here as the steering of organised and finalised collective action – understanding this major socio-technical disruption is paramount. The book helps to comprehend its main players, such as the American GAFAM, their power and its sources, their architecture, and their impact on different industries and professions, labour markets, companies, and education. Responding to the dominance of tech giants, numerous initiatives are striving to regulate their influence, safeguard democratic sovereignty, promote fair competition in the digital sphere, and employ frugal digitalisation methods to counteract detrimental aspects of these “oligopolistic” platforms. In essence, shouldn't the overarching aim of digitalisation be to foster community development, strengthen individual and collective capabilities, and preserve the environment, while producing goods and services to meet shared societal interests? Throughout the four sections of this book and its 16 chapters, actors in the digital process and/or academics provide analyses and illustrations of the great digital transformation, examining the ways in which socio-technical advances can be created or used for the benefit of all, while avoiding major risks. |
| data analysis certificate google: StarBriefs Plus Andre Heck, 2004-04-30 With about 200,000 entries, StarBriefs Plus represents the most comprehensive and accurately validated collection of abbreviations, acronyms, contractions and symbols within astronomy, related space sciences and other related fields. As such, this invaluable reference source (and its companion volume, StarGuides Plus) should be on the reference shelf of every library, organization or individual with any interest in these areas. Besides astronomy and associated space sciences, related fields such as aeronautics, aeronomy, astronautics, atmospheric sciences, chemistry, communications, computer sciences, data processing, education, electronics, engineering, energetics, environment, geodesy, geophysics, information handling, management, mathematics, meteorology, optics, physics, remote sensing, and so on, are also covered when justified. Terms in common use and/or of general interest have also been included where appropriate. |
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| data analysis certificate google: Introduction to Criminal Justice Kenneth J. Peak, Tamara D. Madensen, 2017-11-29 A practical and applied introduction to criminal justice Introduction to Criminal Justice: Practice and Process shows you how to think practically about the criminal justice system by offering you a proven, problem-based approach to learning. Bestselling authors Kenneth J. Peak and Tamara D. Madensen draw on their many years of combined practitioner and academic experience to explain the importance of criminal justice and show how key trends, emerging issues, historical background, and practical lessons can be applied in the field. New to the Third Edition: An emphasis on constitutional policing, legitimacy, and procedural justice stresses the importance for police to develop a “guardian” mindset over a “soldier” mindset. New discussions of contemporary criminological theories—such as social structure theories, social process theories, social conflict theories, feminist theories, and environmental criminology theories—provide you with a concise explanation on why people commit crimes and how to prevent them in the modern world. An in-depth view of three particularly challenging problems and policy issues—terrorism, the mentally ill population, and illegal immigration—demonstrate how today’s society and the criminal justice system are affected by these issues and what can be done to address the problems. New examples and case studies of ethical dilemmas illustrate today's climate of distrust, dissension, and dysfunction to encourage you to think critically about what is considered “ethical”. New video interviews with criminal justice professionals offer you career advice, provide you with insights into a variety of career paths, and discuss challenges and misconceptions of each profession. |
| data analysis certificate google: StarBriefs 2001 , 2012-12-06 This compilation probably looks like one of the craziest things a human being could spend his or her time on. Yet nobody would wonder at someone taking a short walk every day - after twenty five years that person would have covered a surprisingly long distance. This is exactly the story behind this list, which appeared first as a few pages within the directory StarGuides (or whatever name it had at that time) and as a distinct sister publication since 1990. The idea behind this dictionary is to offer astronomers and related space scientists practical assistance in decoding the numerous abbreviations, acronyms, contractions and symbols which they might encounter in all aspects of the vast range of their professional activities, including traveling. Perhaps it is a bit paradoxical, but if scientists quickly grasp the meaning of an acronym solely in their own specific discipline, they will probably encounter more difficulties when dealing with adjacent fields. It is for this purpose that this dictionary might be most often used. Scientists might also refer to this compilation in order to avoid identifying a project by an acronym which already has too many meanings or confused definitions. |
| data analysis certificate google: Comeback Careers Mika Brzezinski, 2020-01-14 STRONG, WISER, BETTER An Essential Guide for Reentering, Reinventing, or Rebooting Your Career at Any Age So many women hit their 40s or 50s and realize: it's time for a career change. Maybe you're yearning to try something new, or you're sensing that layoffs are coming and you need a backup plan. Perhaps you paused, or downsized your career to raise children, and you're ready to rejoin the workforce. How do you reboot, relaunch, return to, or reinvent a career at age 40? Or 50? Or 60? And how can you create a career and life that will provide you with purpose and financial security for years to come? In Comeback Careers, New York Times bestselling author and co-host of MSNBC's Morning Joe Mika Brzezinski and her sister-in-law Ginny Brzezinski have teamed up toshow you that career reinvention is possibleat any age. You have the skills, experience,and maturity; it's time to own them. For thisbook, Mika and Ginny interviewed dozens ofcareer-changers working in a variety of fields,from finance to academics to the arts. Theyshare successful relaunchers' secrets to overcomingobstacles, both internal and external, andtheir step-by-step processes and candid advice.They also reveal key strategies from top jobcoaches, résumé-writers, and LinkedIn experts,tailored to the special challenges of mid-careerjobseekers. It's time to rewrite the narrative. You are stronger, wiser, and better at the midpoint, and Comeback Careers is a roadmap to your career reinvention and fulfillment. |
| data analysis certificate google: Google Analytics Breakthrough Feras Alhlou, Shiraz Asif, Eric Fettman, 2016-08-12 A complete, start-to-finish guide to Google Analytics instrumentation and reporting Google Analytics Breakthrough is a much-needed comprehensive resource for the world's most widely adopted analytics tool. Designed to provide a complete, best-practices foundation in measurement strategy, implementation, reporting, and optimization, this book systematically demystifies the broad range of Google Analytics features and configurations. Throughout the end-to-end learning experience, you'll sharpen your core competencies, discover hidden functionality, learn to avoid common pitfalls, and develop next-generation tracking and analysis strategies so you can understand what is helping or hindering your digital performance and begin driving more success. Google Analytics Breakthrough offers practical instruction and expert perspectives on the full range of implementation and reporting skills: Learn how to campaign-tag inbound links to uncover the email, social, PPC, and banner/remarketing traffic hiding as other traffic sources and to confidently measure the ROI of each marketing channel Add event tracking to capture the many important user interactions that Google Analytics does not record by default, such as video plays, PDF downloads, scrolling, and AJAX updates Master Google Tag Manager for greater flexibility and process control in implementation Set up goals and Enhanced Ecommerce tracking to measure performance against organizational KPIs and configure conversion funnels to isolate drop-off Create audience segments that map to your audience constituencies, amplify trends, and help identify optimization opportunities Populate custom dimensions that reflect your organization, your content, and your visitors so Google Analytics can speak your language Gain a more complete view of customer behavior with mobile app and cross-device tracking Incorporate related tools and techniques: third-party data visualization, CRM integration for long-term value and lead qualification, marketing automation, phone conversion tracking, usability, and A/B testing Improve data storytelling and foster analytics adoption in the enterprise Millions of organizations have installed Google Analytics, including an estimated 67 percent of Fortune 500 companies, but deficiencies plague most implementations, and inadequate reporting practices continue to hinder meaningful analysis. By following the strategies and techniques in Google Analytics Breakthrough, you can address the gaps in your own still set, transcend the common limitations, and begin using Google Analytics for real competitive advantage. Critical contributions from industry luminaries such as Brian Clifton, Tim Ash, Bryan and Jeffrey Eisenberg, and Jim Sterne – and a foreword by Avinash Kaushik – enhance the learning experience and empower you to drive consistent, real-world improvement through analytics. |
| data analysis certificate google: The Analyst , 1891 International journal concerned with the development and application of analytical and bioanalytical techniques. Covers all aspects of the theory and practice of analytical science, both fundamental and applied, including bioanalysis (including biospecific assays), chromatography and electrophoresis, mass spectrometry, electrochemistry, sensors, imaging techniques, sampling and sample handling, chemometrics/statistics, atomic and molecular spectroscopy and all other areas related to measurement science. |
| data analysis certificate google: ICLSSEE 2022 Eko Eddya Supriyanto, Meida Rachmawati, Fibry Jati Nugroho, Wardi Wardi, Robbi Rahim, 2022-08-08 This book contains the proceedings of the International Conference on Law, Social Science, Economics, and Education (ICLSSEE 2022) on 16 April 2022 in Indonesia. This conference was held in collaboration between Nusantara Training and Research (NTR) with Borobudur University Jakarta, 17 Agustus 1945 University (UNTAG), and the Research and Development Agency of the Ministry of Home Affairs. The papers from the conference were collected in a proceedings book entitled: Proceedings of The International Conference on Law, Social Science, Economics, and Education (ICLSSEE 2022). The presentation of such a conference covering multi-disciplines will contribute a lot of inspiring inputs and new knowledge on current trending in Law, Social Science, Economics, and Education. Thus, this will contribute to the next young generation's researchers to produce innovative research findings. Hopefully, the scientific attitude and skills through research will promote the development of knowledge generated through research from various scholars in various regions. Finally, we would like to express our greatest gratitude to all the steering committee colleagues for their cooperation in administering and arranging the conference. Hopefully, this seminar and conference will be continued in the coming years with many more insightful articles from inspiring research. We would also like to thank the invited speakers for their invaluable contribution and for sharing their vision in their talks. We hope to meet you again at the next conference of ICLSSEE. |
| data analysis certificate google: Monthly Catalogue, United States Public Documents , 1985-07 |
| data analysis certificate google: Informatics Education in Healthcare Eta S. Berner, 2013-09-02 This book reviews and defines the current state of the art for informatics education in medicine and health care. This field has undergone considerable change as the field of informatics itself has evolved. Twenty years ago almost the only individuals involved in health care who had even heard the term “informatics” were those who identified themselves as medical or nursing informaticians. Today, we have a variety of subfields of informatics including not just medical and nursing informatics, but informatics applied to specific health professions (such as dental or pharmacy informatics), as well as biomedical informatics, bioinformatics and public health informatics. The book addresses the broad range of informatics education programs available today. The Editor and experienced internationally recognized informatics educators who have contributed to this work have made the tacit knowledge explicit and shared some of the lessons they have learned. This book therefore represents the key reference for all involved in the informatics education whether they be trainers or trainees. |
| data analysis certificate google: Financial Report of the New Hampshire Insurance Department and Statistical Analysis of Domestic Insurance Companies... Report of the Insurance Commissioners New Hampshire. Insurance Department, 1879 |
Data and Digital Outputs Management Plan (DDOMP)
Data and Digital Outputs Management Plan (DDOMP)
Building New Tools for Data Sharing and Reuse through a …
Jan 10, 2019 · The SEI CRA will closely link research thinking and technological innovation toward accelerating the full path of discovery-driven data use and open science. This will …
Open Data Policy and Principles - Belmont Forum
The data policy includes the following principles: Data should be: Discoverable through catalogues and search engines; Accessible as open data by default, and made available with …
Belmont Forum Adopts Open Data Principles for Environmental …
Jan 27, 2016 · Adoption of the open data policy and principles is one of five recommendations in A Place to Stand: e-Infrastructures and Data Management for Global Change Research, …
Belmont Forum Data Accessibility Statement and Policy
The DAS encourages researchers to plan for the longevity, reusability, and stability of the data attached to their research publications and results. Access to data promotes reproducibility, …
Climate-Induced Migration in Africa and Beyond: Big Data and …
CLIMB will also leverage earth observation and social media data, and combine them with survey and official statistical data. This holistic approach will allow us to analyze migration process …
Advancing Resilience in Low Income Housing Using Climate …
Jun 4, 2020 · Environmental sustainability and public health considerations will be included. Machine Learning and Big Data Analytics will be used to identify optimal disaster resilient …
Belmont Forum
What is the Belmont Forum? The Belmont Forum is an international partnership that mobilizes funding of environmental change research and accelerates its delivery to remove critical …
Waterproofing Data: Engaging Stakeholders in Sustainable Flood …
Apr 26, 2018 · Waterproofing Data investigates the governance of water-related risks, with a focus on social and cultural aspects of data practices. Typically, data flows up from local levels …
Data Management Annex (Version 1.4) - Belmont Forum
A full Data Management Plan (DMP) for an awarded Belmont Forum CRA project is a living, actively updated document that describes the data management life cycle for the data to be …
Data and Digital Outputs Management Plan (DDOMP)
Data and Digital Outputs Management Plan (DDOMP)
Building New Tools for Data Sharing and Reuse through a Transnationa…
Jan 10, 2019 · The SEI CRA will closely link research thinking and technological innovation toward accelerating the full path of discovery-driven data use and open …
Open Data Policy and Principles - Belmont Forum
The data policy includes the following principles: Data should be: Discoverable through catalogues and search engines; Accessible as open data by default, and …
Belmont Forum Adopts Open Data Principles for Environmental Chan…
Jan 27, 2016 · Adoption of the open data policy and principles is one of five recommendations in A Place to Stand: e-Infrastructures and Data Management for …
Belmont Forum Data Accessibility Statement and Policy
The DAS encourages researchers to plan for the longevity, reusability, and stability of the data attached to their research publications and results. Access to data promotes …
