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  • Big Data Analytics

Big Data Analytics Courses

Big Data Analytics courses can help you learn data mining, statistical analysis, data visualization, and predictive modeling. You can build skills in interpreting complex datasets, making data-driven decisions, and communicating insights effectively. Many courses introduce tools like Apache Hadoop, Spark, and Tableau, that support processing large datasets and visualizing trends, allowing you to apply your analytical skills in various business contexts.

Popular Big Data Analytics Courses and Certifications


  • D

    DeepLearning.AI

    Custom and Distributed Training with TensorFlow

    Skills you'll gain: Tensorflow, Model Training, Model Optimization, Deep Learning, Distributed Computing, Data Pipelines

    4.8 stars, 439 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (439) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Sales: Prospecting, Pitching, and Growth

    Skills you'll gain: Prompt Engineering, Sales Strategy, Sales Process, AI Personalization, Proposal Writing, Sales Enablement, Sales Presentations, Responsible AI, Lead Generation, Sales Development, Data Visualization, Competitive Analysis, Prospecting and Qualification, Inside Sales, Microsoft Copilot, Sales Prospecting, Customer Relationship Management (CRM) Software, Generative AI, B2B Sales, Data-Driven Decision-Making

    4.4 stars, 64 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.4 (64) · Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Linear Regression with Python

    Skills you'll gain: Model Training, Regression Analysis, NumPy, Machine Learning Algorithms, Machine Learning, Model Optimization, Deep Learning, Data Science, Python Programming

    4.6 stars, 441 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

  • C

    Coursera

    Hands-on Agentic AI: Building Intelligent Agents

    Skills you'll gain: Model Context Protocol, Responsible AI, LangGraph, AI Integrations, AI Workflows, AI Orchestration, Agentic Workflows, LangChain, Generative AI Agents, CrewAI, OpenAI API, Agentic systems, LLM Application, Tool Calling, Case Studies, OpenAI, Governance, Compliance Management, Model Deployment, AI Security

    2.4 stars, 33 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 2.4 (33) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Rust Fundamentals

    Skills you'll gain: Rust (Programming Language), Test Case, Memory Management, Development Testing, Software Testing, Data Structures, GitHub, Programming Principles, Package and Software Management, Development Environment, System Programming, Software Documentation

    4 stars, 252 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4 (252) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Sentiment Analysis with Deep Learning using BERT

    Skills you'll gain: Model Optimization, Model Evaluation, Large Language Modeling, Data Preprocessing, Model Training, Fine-tuning, Data Cleansing, PyTorch (Machine Learning Library), Transfer Learning, Deep Learning, Natural Language Processing, Exploratory Data Analysis, Test Data, Machine Learning

    4.4 stars, 398 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (398) · Intermediate · Guided Project · Less Than 2 Hours

  • A

    Amazon Web Services

    AWS Fundamentals

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Amazon Web Services, Serverless Computing, Identity and Access Management, Amazon DynamoDB, Amazon Elastic Compute Cloud, Cloud Computing, Amazon S3, Scalability, Cloud Infrastructure, Event-Driven Programming, Data Migration, Cloud Security, Cloud Storage, Cloud Management, Solution Architecture, Cloud Computing Architecture, Cloud Services, Cloud Solutions

    4.8 stars, 6.9K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (6.9K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Gut Check: Exploring Your Microbiome

    Skills you'll gain: Microbiology, Molecular, Cellular, and Microbiology, Physiology, Life Sciences, Big Data, Biostatistics, Data Analysis, Medical Science and Research, Immunology, Molecular Biology, Nutrition and Diet, Biology, Laboratory Research, Data Collection, Taxonomy

    4.7 stars, 1.2K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (1.2K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Introduction to Python for Scientific Computing

    Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Code Reusability, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Data Analysis, Computer Programming, Model Optimization

    4.8 stars, 22 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (22) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google

    Conduct UX Research and Test Early Concepts

    Skills you'll gain: UI/UX Research, Usability Testing, Presentations, User Experience Design, User Experience, Usability, User Research, Mobile Development, Design Research, Data Ethics, User Interface and User Experience (UI/UX) Design, Public Speaking, Research Design, Prototyping, Research Methodologies, Interviewing Skills, Information Privacy

    4.8 stars, 6.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (6.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Michigan State University

    Photography Basics and Beyond: From Smartphone to DSLR

    Skills you'll gain: Design Elements And Principles, Photography, Photo Editing, Peer Review, Post-Production, Image Quality, Photo/Video Production and Technology, File Management, Aesthetics, Visual Storytelling, Creative Design, Creativity, Digital Publishing, Web Presence, Social Media, Editing, Storytelling, Copywriting, Information Privacy, Writing

    4.7 stars, 6.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (6.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Artificial Intelligence Privacy and Convenience

    Skills you'll gain: Data Ethics, AI Security, Responsible AI, Information Privacy, Personally Identifiable Information, Machine Learning, Artificial Intelligence, Data Security, Vulnerability Assessments, Data Governance, Predictive Modeling

    4.7 stars, 109 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (109) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular big data analytics courses

  • Custom and Distributed Training with TensorFlow: DeepLearning.AI
  • GenAI for Sales: Prospecting, Pitching, and Growth: Coursera
  • Linear Regression with Python: Coursera
  • Hands-on Agentic AI: Building Intelligent Agents: Coursera
  • Rust Fundamentals: Duke University
  • Sentiment Analysis with Deep Learning using BERT: Coursera
  • AWS Fundamentals: Amazon Web Services
  • Gut Check: Exploring Your Microbiome: University of Colorado Boulder
  • Introduction to Python for Scientific Computing: University of Colorado Boulder
  • Conduct UX Research and Test Early Concepts: Google

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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