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    Big Data Courses Online

    Master big data technologies for handling large datasets. Learn about data storage, processing, and analysis using tools like Hadoop and Spark.

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    Explore the Big Data Course Catalog

    • C

      Coursera Project Network

      Basic Image Classification with TensorFlow

      Skills you'll gain: Keras (Neural Network Library), Tensorflow, Image Analysis, Artificial Neural Networks, Deep Learning, Machine Learning Methods, Computer Vision

      4.6
      Rating, 4.6 out of 5 stars
      ·
      843 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • L

      LearnQuest

      Oracle SQL Databases

      Skills you'll gain: Oracle SQL Developer, SQL, Oracle Databases, PL/SQL, Database Design, Database Theory, Database Management Systems, Database Administration, Relational Databases, Database Management, Databases, Database Software, Database Architecture and Administration, Data Storage, Transaction Processing, Stored Procedure, Data Access, Data Modeling, Network Architecture, Data Integrity

      4.6
      Rating, 4.6 out of 5 stars
      ·
      851 reviews

      Beginner · Specialization · 3 - 6 Months

    • N

      Northwestern University

      The Importance of Listening

      Skills you'll gain: Real Time Data, Social Media, Social Media Marketing, Big Data, Marketing Analytics, Crisis Management, Analytics, Content Strategy, Text Mining, Data-Driven Decision-Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.6K reviews

      Mixed · Course · 1 - 4 Weeks

    • R

      Rutgers the State University of New Jersey

      Healthcare Organization Operations

      Skills you'll gain: Health Care Administration, Health Administration, Governance, Business Process, Business Process Management, Quality Improvement, Health Systems, Process Improvement, Continuous Quality Improvement (CQI), Quality Assurance, Process Design, Business Process Improvement, Data Collection, Health Information Management and Medical Records, Presentations, Health Care, Health Policy, Healthcare Industry Knowledge, Preventative Care, Spreadsheet Software

      4.6
      Rating, 4.6 out of 5 stars
      ·
      656 reviews

      Beginner · Specialization · 3 - 6 Months

    • U

      University of Minnesota

      Analytics for Decision Making

      Skills you'll gain: Time Series Analysis and Forecasting, Simulations, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain, Probability, Predictive Modeling, Business Modeling, Business Analytics, Analytics, Regression Analysis, Microsoft Excel, Forecasting, Data Modeling, Process Optimization, Data-Driven Decision-Making, Statistics, Business Mathematics, Manufacturing Operations

      4.7
      Rating, 4.7 out of 5 stars
      ·
      260 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free
      Free
      T

      The State University of New York

      International Cyber Conflicts

      Skills you'll gain: Cyber Threat Intelligence, Cyber Security Policies, Cybersecurity, International Relations, Cyber Risk, Cyber Operations, Cyber Governance, Diplomacy, Infrastructure Architecture, Conflict Management, Security Management, Political Sciences, Media and Communications, Psychology

      4.5
      Rating, 4.5 out of 5 stars
      ·
      1.5K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Instructor Network

      Leveraging AI for Enhanced Content Creation

      Skills you'll gain: Generative AI, Advertising, Advertising Campaigns, Content Creation, ChatGPT, Prompt Engineering, Content Marketing, Web Content, Data Ethics, Artificial Intelligence, Storytelling, Video Editing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      113 reviews

      Beginner · Course · 1 - 4 Weeks

    • N

      New York University

      Guided Tour of Machine Learning in Finance

      Skills you'll gain: Supervised Learning, Applied Machine Learning, Machine Learning, Statistical Methods, Artificial Neural Networks, Predictive Modeling, Scikit Learn (Machine Learning Library), Regression Analysis, Deep Learning, Financial Services, Finance, Tensorflow, Jupyter, Reinforcement Learning

      3.8
      Rating, 3.8 out of 5 stars
      ·
      679 reviews

      Intermediate · Course · 1 - 4 Weeks

    • U

      University of Virginia

      Strategic Planning and Execution

      Skills you'll gain: Plan Execution, Organizational Strategy, Business Strategy, Data-Driven Decision-Making, Strategic Decision-Making, Strategic Thinking, Governance, Analysis, Corporate Strategy, Business Analysis, Competitive Analysis, Innovation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      829 reviews

      Mixed · Course · 1 - 4 Weeks

    • U

      University of Colorado Boulder

      Vital Skills for Data Science

      Skills you'll gain: Data Ethics, Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), Data Security, Data Presentation, User Centered Design, Statistical Visualization, Technical Communication, Cybersecurity, Usability, Healthcare Ethics, Statistical Reporting, Human Computer Interaction, Authentications, Data Storytelling, Data Science, Data Encryption Standard, Computer Security Awareness Training, Ethical Standards And Conduct

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      111 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free
      Free
      T

      The University of Edinburgh

      AstroTech: The Science and Technology behind Astronomical Discovery

      Skills you'll gain: Physics, Physical Science, Science and Research, Engineering, Scientific, and Technical Instruments, Image Analysis, Laboratory Research, Computer Displays, Technical Communication, Data Storage, Data Analysis Software

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.2K reviews

      Beginner · Course · 1 - 3 Months

    • I

      IBM

      Building Generative AI-Powered Applications with Python

      Skills you'll gain: Generative AI, Large Language Modeling, Web Applications, IBM Cloud, Python Programming, OpenAI, Serverless Computing, Cloud Applications, Front-End Web Development, Prompt Engineering, Application Development, Flask (Web Framework), Artificial Intelligence, Natural Language Processing, Back-End Web Development

      4.7
      Rating, 4.7 out of 5 stars
      ·
      164 reviews

      Intermediate · Course · 1 - 3 Months

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

    • Basic Image Classification with TensorFlow: Coursera Project Network
    • Oracle SQL Databases: LearnQuest
    • The Importance of Listening: Northwestern University
    • Healthcare Organization Operations: Rutgers the State University of New Jersey
    • Analytics for Decision Making: University of Minnesota
    • International Cyber Conflicts: The State University of New York
    • Leveraging AI for Enhanced Content Creation : Coursera Instructor Network
    • Guided Tour of Machine Learning in Finance: New York University
    • Strategic Planning and Execution: University of Virginia
    • Vital Skills for Data Science: University of Colorado Boulder

    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

    “Big data” is a term widely used to describe our data-rich world, in which virtually every activity generates a digital data footprint that can be collected and analyzed. While data and data analysis are not necessarily new, the effective use of the extremely large - and rapidly-growing - datasets of today require new approaches to data management.

    In order to harness big data for important applications like machine learning and artificial intelligence, you need more than an Excel spreadsheet or a traditional relational database and SQL. Instead, an entire data infrastructure is necessary to collect and process this data at scale, including data pipelines, data lakes, and data warehouses.

    To make this possible, data engineers rely on new approaches to data processing such as MapReduce, developed by Google, the open-source Apache Hadoop ecosystem including Apache Spark and Apache Hive, and, increasingly, cloud computing and cloud database platforms like Cloudera.‎

    With companies in practically every industry eager to discover ways to harness the power of big data in their operations, having a background in this area can open doors to a wide range of careers. Operations managers at manufacturing or logistics companies may harness data to improve their demand forecasting, inventory planning, and process efficiency; digital marketers use marketing analytics to better understand their customers and the effectiveness of their messaging; and “quants” at hedge funds rely on data-based financial engineering approaches to move millions of dollars in milliseconds.

    Understanding how big data applications are built and what they are capable of can thus be incredibly valuable even if you aren’t a data engineer or data scientist yourself. However, if you have the expertise and desire to work directly with big data yourself, data engineers are responsible for building the data infrastructure capable of reliably and efficiently delivering big data at scale, and data scientists are responsible for using a wide range of analytic and programming approaches to uncover insights from it.

    These two roles are in extremely high demand, and command salaries to match. According to Glassdoor, data engineers earn an average annual salary of $102,864, and data scientists earn an average annual salary of $113,309.‎

    Yes - in fact, Coursera is one of the best places to learn about big data. You can take individual courses and Specializations spanning multiple courses on big data, data science, and related topics from top-ranked universities from all over the world, from the University California San Diego to Universitat Autònoma de Barcelona. Coursera also offers the opportunity to learn from industry leaders in the field like Google Cloud, Cloudera, and IBM, including options to get professional certificates.‎

    The skills and experience that you might need to already have before starting to learn big data may include software programming knowledge as well as top skills in math, algebra, data science, and related areas. The types of programming languages that are common in big data environments include Python, SQL, Java, C, and overall data structure and algorithm insights. Working with structured and unstructured data may likely require knowledge and background in discrete mathematics, statistics, and linear algebra. Of course, learning about big data roles would also require you to bring good soft skills like listening, focus, communication, and flexibility to the table. Finally, what would also play a part before starting to learn big data might include a good education in data science or mathematics.‎

    The kind of people best suited for work that involves big data are those who are keenly interested in data sciences, statistical modeling, data analysis, and the move to a big data future with the internet. People who love to work with data are best suited for roles in big data. This would likely include persons who may have quantitative experience in data technology, or a background and a skill set working with accounting, finance, ratios, and percentages. Big data enthusiasts may also be adventurous types, who take big risks and want to work at the forefront of technology and society.‎

    Learning big data may be right for you if you have strong analytical insights, a data science background, a head for numbers, and a familiarity with internet tools, cloud platforms, and data analysis software. Working in big data is one of the most in-demand jobs now, and the opportunity to work in a relevant field is very alluring. If you're flexible in your work roles, are a creative thinker, and have the discipline and right background, then learning big data may be right for you to advance your career forward.‎

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

    When looking to enhance your workforce's skills in Big Data, 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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