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    • Big Data Analytics

    Big Data Analytics Courses Online

    Master big data analytics for processing and analyzing large datasets. Learn to use tools like Hadoop, Spark, and NoSQL databases.

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    Explore the Big Data Analytics Course Catalog

    • O

      O.P. Jindal Global University

      M.A. Public Policy

      Skills you'll gain: Econometrics, Surveys, Environmental Laws, Sampling (Statistics), Social Sciences, Public Policies, Political Sciences, Data Collection, Health Disparities, Economics, Policy, and Social Studies, Economic Development, Policy Analysis, Presentations, Diplomacy, International Relations, Economics, Complex Problem Solving, Immigration Law, Research Methodologies, Socioeconomics

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Colorado Boulder

      Master of Science in Computer Science

      Skills you'll gain: Object Oriented Design, User Story, Real-Time Operating Systems, Model Based Systems Engineering, Unsupervised Learning, New Product Development, Field-Programmable Gate Array (FPGA), Data Mining, Delegation Skills, Failure Analysis, Sampling (Statistics), Supplier Management, Sustainability Reporting, Accountability, Data Ethics, Goal Setting, Proposal Writing, Generative AI, Process Capability, Diversity Equity and Inclusion Initiatives

      Earn a degree

      Degree · 1 - 4 Years

    • Status: New
      New
      P

      Packt

      Finalizing, Rendering & Advanced Lighting

      Skills you'll gain: 3D Modeling, Conceptual Design, Design, Computer Graphics, Visualization (Computer Graphics), Animations

      Intermediate · Course · 1 - 3 Months

    • U

      University of Colorado Boulder

      Semiconductor Photonics Graduate Certificate

      Skills you'll gain: Semiconductors, Power Electronics, Display Devices, Control Systems, Computer Displays, Electronic Systems, Systems Design, Technical Design, Electronics, Electrical Engineering, Electronic Components, USB, Electrical Systems, Electronics Engineering, Electric Power Systems, Systems Analysis, Simulation and Simulation Software, Equipment Design, Performance Tuning, Basic Electrical Systems

      Credit offered

      Graduate Certificate · 6 - 12 Months

    • G

      Georgetown University

      Bachelor of Arts in Liberal Studies

      Skills you'll gain: Data Storytelling, Vulnerability Assessments, Operations Management, Business Strategy, Competitive Intelligence, Design Thinking, Survey Creation, Cyber Threat Intelligence, Social Justice, Descriptive Statistics, Environment, Business Ethics, Capital Budgeting, Multimedia, Market Opportunities, Marketing Planning, International Relations, Artificial Intelligence, Policy Development, Political Sciences

      Earn a degree

      Degree · 1 - 4 Years

    • P

      Pontificia Universidad Católica de Chile

      Certificado en Finanzas Corporativas

      Skills you'll gain: Financial Statement Analysis, Financial Statements, Capital Markets, Accrual Accounting, Financial Analysis, Income Statement, Derivatives, Digital Transformation, Risk Management, Business Valuation, Financial Reporting, Balance Sheet, Financial Data, Financial Accounting, Corporate Strategy, Value Propositions, Securities (Finance), Capital Budgeting, Corporate Finance, Technology Strategies

      Credit offered

      Mastertrack · 6 - 12 Months

    • G

      Google Cloud

      Responsible AI for Developers: Fairness & Bias - Polski

      Skills you'll gain: Data Ethics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Open Source Technology, Google Cloud Platform, Tensorflow

      Intermediate · Course · 1 - 3 Months

    • U

      University of Colorado Boulder

      Engineering Management Graduate Certificate

      Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Goal Setting, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Environmental Social And Corporate Governance (ESG), Team Leadership, Agile Project Management, Self-Awareness, Capital Budgeting, Personal Development, Project Risk Management, Cost Management, Growth Mindedness

      Credit offered

      Graduate Certificate · 6 - 12 Months

    • P

      Pontificia Universidad Católica de Chile

      Certificado en Gestión de Inversiones

      Skills you'll gain: Financial Statement Analysis, Financial Statements, Capital Markets, Portfolio Management, Accrual Accounting, Financial Analysis, Investments, Income Statement, Risk Management, Financial Reporting, Balance Sheet, Financial Data, Financial Accounting, Financial Market, Accounting, Business Ethics, Business Risk Management, Finance, Financial Modeling, Financial Trading

      Credit offered

      Mastertrack · 6 - 12 Months

    • D

      Dartmouth College

      Master of Engineering in Computer Engineering

      Skills you'll gain:

      Earn a degree

      Degree · 1 - 4 Years

    • Status: New
      New
      P

      Packt

      Advanced Detailing, Roof Design & Texturing

      Skills you'll gain: 3D Modeling, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Graphical Tools

      Advanced · Course · 1 - 3 Months

    • S

      S.P. Jain Institute of Management and Research

      Post Graduate Diploma in Management Online

      Skills you'll gain: Mergers & Acquisitions, Search Engine Marketing, Working Capital, Design Thinking, Operations Management, Business Valuation, Competitive Analysis, Manufacturing Operations, Business Strategy, Supply Chain Management, Digital Transformation, Consumer Behaviour, Persuasive Communication, Integrated Marketing Communications, Organizational Leadership, Organizational Change, Change Management, Financial Statement Analysis, Portfolio Management, Technical Consulting

      Earn a degree

      Degree · 1 - 4 Years

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    In summary, here are 10 of our most popular big data analytics courses

    • M.A. Public Policy: O.P. Jindal Global University
    • Master of Science in Computer Science: University of Colorado Boulder
    • Finalizing, Rendering & Advanced Lighting: Packt
    • Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
    • Bachelor of Arts in Liberal Studies: Georgetown University
    • Certificado en Finanzas Corporativas: Pontificia Universidad Católica de Chile
    • Responsible AI for Developers: Fairness & Bias - Polski: Google Cloud
    • Engineering Management Graduate Certificate: University of Colorado Boulder
    • Certificado en Gestión de Inversiones: Pontificia Universidad Católica de Chile
    • Master of Engineering in Computer Engineering: Dartmouth College

    Skills you can learn in Machine Learning

    Python Programming (33)
    Tensorflow (32)
    Deep Learning (30)
    Artificial Neural Network (24)
    Big Data (18)
    Statistical Classification (17)
    Reinforcement Learning (13)
    Algebra (10)
    Bayesian (10)
    Linear Algebra (10)
    Linear Regression (9)
    Numpy (9)

    Frequently Asked Questions about Big Data Analytics

    Big data analytics refers to the application of advanced data analysis techniques to datasets that are very large, diverse (including structured and unstructured data), and often arriving in real time. The ability to process data at this scale is increasingly essential to navigating today’s business world, and it is at the core of important applications such as machine learning, business intelligence, financial engineering, and other software tools to enable data-informed decision-making.

    Computer programs have been used to assist with data analysis for decades, but tools like Microsoft Excel and traditional relational database management systems (RDBMS) queried with SQL are not capable of handling today’s high-volume, high-velocity datasets. Instead, today’s data management professionals rely on high-powered data infrastructure designed to work with distributed file systems and cloud computing resources - particularly the open-source Apache Hadoop ecosystem, including high-speed data processing with Apache Spark and distributed SQL engines like Apache Hive.‎

    Organizations of all types and sizes are seeking ways to leverage the possibilities of big data to improve operations through reduced costs and faster decision-making, create new products and services, or advance our knowledge about the world. Big data analytics skills can thus open up a wide range of career opportunities, from working as a “quant” on Wall Street to developing navigation systems for autonomous vehicles to helping to discover more effective medicines and drugs in health science.

    Two of the most broadly-applicable roles in this field are data engineers, who build the data infrastructure needed to deliver big data-scale datasets efficiently and reliably, and the data scientists responsible for analyzing them. These roles are in high demand, and are highly-paid as well; according to Glassdoor, data engineers earn an average annual salary of $102,864, and data scientists earn an average annual salary of $113,309.‎

    Absolutely! Data science is one of the most popular topics to learn about on Coursera, and there are a variety of options to build your skills in big data analytics. You can take online courses and Specializations from top-ranked schools like the University of Pennsylvania and the University of California San Diego, as well as leading companies like IBM, PwC, Cloudera, and Google Cloud. And regardless of where you choose to learn from, Coursera gives you the ability to access course materials and complete assignments on a flexible schedule, making this a great fit for students and mid-career professionals alike.‎

    Before you start learning big data analytics, it’s helpful to have an understanding of database management and the fundamentals of how programming languages work. Specifically, experience with SQL, Python, Java, or R can be useful when studying big data analytics. You also may find it beneficial to know how to work with Hadoop and Linux and use basic math and statistics. Additionally, strong analytical skills and a curiosity about playing with data come in handy when you learn big data analytics.‎

    The right people for roles in big data analytics are inquisitive problem solvers who like working with numbers and using statistics to sort through large amounts of data. They typically have work experience or coursework in high-level math or computer programming. A background in behavioral analysis can also be useful for roles in big data analytics because individuals often seek to understand or predict what influences the behavior represented by data. Big data analysts may often need soft skills, such as communication and collaboration skills they use when explaining what they see in the data and working with team members on projects.‎

    If you like working with numbers and are comfortable using statistical techniques, learning big data analytics may be right for you. The amount of data collected on a daily basis is already massive and continues to grow, so organizations need analysts who can curate and prepare data for businesses, governments, and other groups to use. Learning big data analytics may interest you if you possess strong analytical and problem-solving skills and want to apply those skills to sorting and analyzing data to find what’s useful for a client. You may be able to use the knowledge you gain to land an internship or seek a career in data science filling roles in a variety of industries.‎

    Online Big Data Analytics courses offer a convenient and flexible way to enhance your existing knowledge or learn new Big Data Analytics skills. With a wide range of Big Data Analytics classes, you can conveniently learn at your own pace to advance your Big Data Analytics career skills.‎

    When looking to enhance your workforce's skills in Big Data Analytics, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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