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Big Data Courses

Big Data courses can help you learn data analysis, data visualization, statistical modeling, and data mining techniques. You can build skills in interpreting large datasets, designing data-driven strategies, and utilizing machine learning algorithms. Many courses introduce tools like Hadoop, Spark, and Tableau, that support processing vast amounts of information and presenting insights effectively. Additionally, you may explore topics such as data warehousing, predictive analytics, and the ethical implications of data usage.

Popular Big Data Courses and Certifications


  • C

    Coursera

    VSCode for Developers: Set up a professional environment

    Skills you'll gain: Version Control, Debugging, Microsoft Visual Studio, Integrated Development Environments, Git (Version Control System), Microsoft Development Tools, Software Development Tools, Development Environment, Software Development

    ★ 3.4 (8) · Intermediate · Guided Project · Less Than 2 Hours

  • A

    AI CERTs

    AI Foundations & Industry Overview for Telecommunication

    Skills you'll gain: Telecommunications, Internet Of Things, Data Pipelines, Natural Language Processing, Dataflow, Network Performance Management, Automation, Artificial Intelligence and Machine Learning (AI/ML), Wireless Networks, Digital Communications, Emerging Technologies, Generative AI Agents, Computer Networking, Generative AI, Network Architecture, Artificial Intelligence, Network Protocols, Responsible AI, System Design and Implementation, Communication

    ★ 4.4 (7) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Teaching Electricity and Magnetism with PhET Simulations

    Skills you'll gain: Basic Electrical Systems, electromagnetics, Mathematical Modeling, Education Software and Technology, Simulations, Simulation and Simulation Software, Physics, Experimentation, Scientific Visualization

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Complete Git Guide: Understand and Master Git and GitHub

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Open Source Technology, Unix Shell, Collaborative Software, Software Installation, Unix Commands, Microsoft Visual Studio, Software Versioning, Linux Commands, Linux, Mac OS, Web Development Tools, Shell Script, File Management, Command-Line Interface, Code Review, Application Deployment, React.js

    Beginner · Specialization · 3 - 6 Months

  • X

    Xi'an Jiaotong University

    系统平台与C#程序基础

    Skills you'll gain: Operating Systems, Computer Systems, Debugging, Microsoft Visual Studio, OS Process Management, Computer Hardware, C# (Programming Language), Computer Architecture, Object Oriented Programming (OOP), Programming Principles, Memory Management, Integrated Development Environments, Computational Logic, Computer Programming, System Design and Implementation

    ★ 3.9 (40) · Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    BigLake: Qwik Start

    Skills you'll gain: Data Lakes, Data Access, Query Languages, Google Cloud Platform, Big Data, Identity and Access Management, Database Administration, Cloud Storage, Data Integration, Data Management

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Create C# App Inheritance, Composition, and Aggregation

    Skills you'll gain: Object Oriented Programming (OOP), C# (Programming Language), Code Reusability, Application Development, Data Structures, Linux

    ★ 4.9 (8) · Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Building and Training Neural Networks with PyTorch

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Classification Algorithms, Transfer Learning, Image Analysis, Model Evaluation, Model Training, Artificial Neural Networks, Fine-tuning, Computer Vision, Model Optimization, Data Preprocessing, Data Processing

    ★ 4.8 (13) · Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Learning TensorFlow: the Hello World of Machine Learning

    Skills you'll gain: Tensorflow, Google Cloud Platform, Scripting, Data-Driven Decision-Making, Model Training, Applied Machine Learning, Machine Learning Methods, Artificial Neural Networks, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Development Environment

    ★ 4 (20) · Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Choosing an Objective for a Facebook Ad Campaign

    Skills you'll gain: Meta Ads Manager, Facebook, Advertising Campaigns, Social Media Campaigns, Lead Generation, Campaign Planning, Social Media, Online Advertising, Social Media Marketing, Digital Advertising, Campaign Management, Advertising

    ★ 4.6 (10) · Intermediate · Guided Project · Less Than 2 Hours

  • S

    SkillsBooster Academy

    AI Agents 101: Tools for Marketing & Business

    Skills you'll gain: Prompt Engineering, Marketing Strategies, Artificial Intelligence and Machine Learning (AI/ML), Strategic Marketing, Marketing Analytics, Artificial Intelligence, Generative AI, Agentic systems, Content Development and Management, Digital Marketing, Content Creation, Automation, Business Ethics, Customer experience improvement, Machine Learning, Natural Language Processing, Content Management, Creativity, Ethical Standards And Conduct, Interactive Data Visualization

    ★ 4.5 (11) · Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Implementing Security in Dataplex

    Skills you'll gain: Identity and Access Management, Cloud Security, Google Cloud Platform, File Management, Data Lakes, Cloud Storage, Data Security, Cloud Management, Data Access, Role-Based Access Control (RBAC), Authorization (Computing), User Provisioning, Cloud Computing, Big Data, Data Analysis

    Beginner · Project · Less Than 2 Hours

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

  • VSCode for Developers: Set up a professional environment: Coursera
  • AI Foundations & Industry Overview for Telecommunication: AI CERTs
  • Teaching Electricity and Magnetism with PhET Simulations: University of Colorado Boulder
  • Complete Git Guide: Understand and Master Git and GitHub: Packt
  • 系统平台与C#程序基础: Xi'an Jiaotong University
  • BigLake: Qwik Start: Google Cloud
  • Create C# App Inheritance, Composition, and Aggregation: Coursera
  • Building and Training Neural Networks with PyTorch: Packt
  • Learning TensorFlow: the Hello World of Machine Learning: Google Cloud
  • Choosing an Objective for a Facebook Ad Campaign: Coursera

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)

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