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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


  • D

    Duke University

    Programming for Python Data Science: Principles to Practice

    Skills you'll gain: Matplotlib, Pandas (Python Package), Plot (Graphics), NumPy, Data Cleansing, Data Structures, Scientific Visualization, Data Visualization Software, Predictive Analytics, Data Visualization, Statistical Visualization, Debugging, Data Presentation, Data Manipulation, Code Reusability, Object Oriented Programming (OOP), Python Programming, Simulations, Predictive Modeling, Data Analysis

    4 stars, 111 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4 (111) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Data Structures and Algorithms: The Complete Masterclass

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging

    4.5 stars, 40 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (40) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Understand Big O Notation in Python

    Skills you'll gain: Scalability, Performance Measurement, Performance Analysis, Simulations, Algorithms, Performance Metric, Simulation and Simulation Software, Complex Problem Solving, Theoretical Computer Science, Python Programming, Data Structures, Software Engineering

    Beginner · Guided Project · Less Than 2 Hours

  • I

    IBM

    Generative AI and LLMs: Architecture and Data Preparation

    Skills you'll gain: Large Language Modeling, Generative AI, Generative Model Architectures, LLM Application, Generative Adversarial Networks (GANs), Hugging Face, Data Pipelines, PyTorch (Machine Learning Library), Natural Language Processing, Data Preprocessing, Artificial Intelligence, Model Training, Recurrent Neural Networks (RNNs), Responsible AI

    4.7 stars, 469 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Excel Power Tools for Data Analysis

    Skills you'll gain: Power BI, Microsoft Excel, Dashboard Creation, Data Storytelling, Data Wrangling, Business Intelligence Software, Data Sharing, Data Integration

    4.9 stars, 1.3K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (1.3K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • R

    Rice University

    Principles of Economics: Macroeconomics - The Big Picture

    Skills you'll gain: Economics, Economics, Policy, and Social Studies, Supply And Demand, Economic Development, Financial Policy, Socioeconomics, Public Policies, Labor Relations, Market Dynamics, International Finance, Fiscal Management, General Finance, Investments, Performance Metric, Performance Measurement, Financial Systems, Cost Benefit Analysis, Consumer Behaviour

    4.8 stars, 74 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (74) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Finding, Sorting, & Filtering Data in Microsoft Excel

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data-Driven Decision-Making, Strategic Decision-Making, Microsoft Office

    4.7 stars, 523 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (523) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • M

    Microsoft

    Analysis and Visualization of Data with Power BI

    Skills you'll gain: Dashboard Creation, Dashboard, Power BI, Data Presentation, Data Visualization Software, Data Storytelling, Data Visualization, Interactive Data Visualization, Statistical Visualization, Advanced Analytics, Data Analysis, Statistical Reporting, Data Sharing

    4.7 stars, 32 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (32) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    Big O notation: Python to Rust

    Skills you'll gain: Rust (Programming Language), Algorithms, Performance Tuning, Theoretical Computer Science, Performance Testing, Data Structures, Python Programming, Memory Management, Verification And Validation, Computer Programming Tools

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Big Goals: A Science-Based Guide to Success

    Skills you'll gain: Goal Setting, Decision Making, Persistence, Productivity, Self-Motivation, Brainstorming, Decision Intelligence, Ideation, Growth Mindedness, Resilience, Behavioral Economics, Strategic Decision-Making, Personal Development, Performance Management, Motivational Skills, Industrial and Organizational Psychology, Prioritization, Leadership, Leadership Development, Psychology

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • M

    Microsoft

    Data Analysis and Visualization with Power BI

    Skills you'll gain: Power BI, Dashboard, Dashboard Creation, Data Storytelling, Advanced Analytics, Data Visualization Software, Data Presentation, Statistical Visualization, Data Visualization, Interactive Data Visualization, Data Analysis, Analytics, Statistical Analysis, Business Intelligence, Descriptive Statistics

    4.7 stars, 1.1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (1.1K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Probability & Statistics for Machine Learning & Data Science

    Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Statistical Methods, Probability Distribution, Probability, Statistical Inference, Statistics, A/B Testing, Statistical Analysis, Statistical Machine Learning, Data Science, Exploratory Data Analysis, Correlation Analysis, Histogram, Statistical Visualization, Box Plots

    4.6 stars, 698 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (698) · 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 courses

  • Programming for Python Data Science: Principles to Practice: Duke University
  • Data Structures and Algorithms: The Complete Masterclass: Packt
  • Understand Big O Notation in Python: Duke University
  • Generative AI and LLMs: Architecture and Data Preparation: IBM
  • Excel Power Tools for Data Analysis: Macquarie University
  • Principles of Economics: Macroeconomics - The Big Picture: Rice University
  • Finding, Sorting, & Filtering Data in Microsoft Excel: Coursera
  • Analysis and Visualization of Data with Power BI: Microsoft
  • Big O notation: Python to Rust: Pragmatic AI Labs
  • Big Goals: A Science-Based Guide to Success: John Wiley & Sons

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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