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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


  • C

    Coursera

    Graduate Admission Prediction with Pyspark ML

    Skills you'll gain: Data Cleansing, PySpark, Data Manipulation, Data Preprocessing, Data Processing, Apache Spark, Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis, Model Training

    4.7 stars, 34 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

  • U

    University of Michigan

    Responsible Generative AI

    Skills you'll gain: Responsible AI, Generative AI, Governance, Data Governance, Data Management, Data Ethics, Compliance Management, Consumer Behaviour, AI literacy, Governance Risk Management and Compliance, AI powered creativity, AI Enablement, Social Impact, Business Risk Management, Law, Regulation, and Compliance, Stakeholder Analysis, Decision Intelligence, Risking, Leadership and Management, Risk Management

    4.7 stars, 393 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (393) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SAS

    SAS Advanced Programmer

    Skills you'll gain: SQL, SAS (Software), Case Studies, Database Management, Query Languages, Data Access, Database Management Systems, Data Processing, Data Presentation, Perl (Programming Language), Business, Statistical Programming, Data Wrangling, Data Integration, Data Structures, Data Management, Data Manipulation, Data Transformation, Code Reusability, Software Documentation

    4.8 stars, 410 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.8 (410) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    أساسيات تحليل البيانات باستخدام جداول بيانات جوجل

    Skills you'll gain: Google Sheets, Exploratory Data Analysis, Statistical Analysis, Data Analysis, Data Presentation, Statistical Methods, Spreadsheet Software, Data Visualization, Graphing, Data Science, Data Manipulation

    4.6 stars, 216 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (216) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of Alberta

    Prediction and Control with Function Approximation

    Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Deep Learning, Feature Engineering, Machine Learning Algorithms, Machine Learning, Supervised Learning, Artificial Neural Networks, Model Optimization, Algorithms, Linear Algebra

    4.8 stars, 851 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Design of Experiments

    Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Regression Analysis, Statistical Analysis, Science and Research, Scientific Methods, Statistical Methods, Data Analysis Software, Model Optimization, Statistical Software, Mathematical Software, Design Strategies, Sampling (Statistics), Simulations, Probability & Statistics, Statistical Modeling, Statistical Inference, Statistical Hypothesis Testing, Variance Analysis

    4.7 stars, 390 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (390) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Generative AI Strategic Leader

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, ChatGPT, Agentic Workflows, Prompt Patterns, Generative AI Agents, Generative AI, AI Workflows, AI Enablement, Agentic systems, Strategic Decision-Making, Business Intelligence, Business Leadership, Data-Driven Decision-Making, Automation, Organizational Leadership, Strategic Planning, Planning, Talent Acquisition, Procurement

    4.8 stars, 10K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (10K) · Beginner · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Fundamentals of Quantitative Modeling

    Skills you'll gain: Business Modeling, Mathematical Modeling, Regression Analysis, Statistical Modeling, Risk Analysis, Data Modeling, Business Analysis, Predictive Modeling, Forecasting, Predictive Analytics, Statistical Methods, Simulation and Simulation Software, Probability, Model Optimization, Logistic Regression, Probability Distribution, Vocabulary

    4.6 stars, 9.4K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (9.4K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Rust Programming

    Skills you'll gain: Rust (Programming Language), Containerization, Data Pipelines, CI/CD, Docker (Software), Jenkins, Application Deployment, DevOps, LLM Application, Continuous Integration, Hugging Face, Large Language Modeling, Test Case, Restful API, Serverless Computing, Generative AI, Command-Line Interface, Natural Language Processing, Computer Programming, Cloud Computing

    3.9 stars, 313 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 3.9 (313) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    NLP: Twitter Sentiment Analysis

    Skills you'll gain: Model Evaluation, Model Training, Exploratory Data Analysis, Data Cleansing, Text Mining, Scikit Learn (Machine Learning Library), Probability & Statistics, Natural Language Processing, Data Preprocessing, Social Media Analytics, Data Analysis, Classification Algorithms, Python Programming, Applied Machine Learning, Predictive Analytics, Machine Learning, Automation

    4.6 stars, 376 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (376) · Beginner · Guided Project · Less Than 2 Hours

  • U

    Universidad de Palermo

    Inteligencia Artificial para decisiones empresariales

    Skills you'll gain: Responsible AI, Data Ethics, Business Intelligence, Organizational Leadership, Business Analytics, Generative AI, Culture Transformation, AI Security, Data-Driven Decision-Making, Data Management, Artificial Intelligence, Natural Language Processing, Strategic Decision-Making, Analytics, Business Transformation, Predictive Modeling, Innovation, Organizational Change, Data Science, IT Service Management

    4.4 stars, 38 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Moneyball and Beyond

    Skills you'll gain: Analytics, People Analytics, Data Analysis, Advanced Analytics, Business Metrics, Statistical Analysis, Statistical Programming, Descriptive Analytics, Probability & Statistics, Statistics, Python Programming, Statistical Methods, Data Manipulation

    4.5 stars, 53 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (53) · Intermediate · Course · 1 - 3 Months

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

  • Graduate Admission Prediction with Pyspark ML: Coursera
  • Responsible Generative AI: University of Michigan
  • SAS Advanced Programmer: SAS
  • أساسيات تحليل البيانات باستخدام جداول بيانات جوجل: Coursera
  • Prediction and Control with Function Approximation: University of Alberta
  • Design of Experiments: Arizona State University
  • Generative AI Strategic Leader: Vanderbilt University
  • Fundamentals of Quantitative Modeling: University of Pennsylvania
  • Rust Programming: Duke University
  • NLP: Twitter Sentiment Analysis: 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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