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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


  • P

    Packt

    The STATA OMNIBUS: Regression and Modelling with STATA

    Skills you'll gain: Stata, STATA (Software), Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Statistical Programming, Statistical Software, Statistical Visualization, Data Manipulation, Logistic Regression, Simulations, Predictive Modeling, Data Transformation, Graphing, Model Evaluation

    4.5 stars, 6 reviews, Beginner, Course, 3 - 6 Months

    ★ 4.5 (6) · Beginner · Course · 3 - 6 Months

  • A

    Amazon Web Services

    Developing Machine Learning Solutions

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Amazon Web Services, AI Workflows, Model Deployment, Machine Learning Methods, Machine Learning, Applied Machine Learning

    4.5 stars, 130 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (130) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • C

    Coursera

    Deep Learning with PyTorch : Image Segmentation

    Skills you'll gain: PyTorch (Machine Learning Library), Model Evaluation, Convolutional Neural Networks, Transfer Learning, Image Analysis, Model Training, Deep Learning, Python Programming

    4.4 stars, 231 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

    Category: Free
    Free
  • E

    Edureka

    Mastering NLP: Tokenization, Sentiment Analysis & Neural MT

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Fine-tuning, Model Evaluation, Recurrent Neural Networks (RNNs), Data Ethics, Responsible AI, Text Mining, Transfer Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification Algorithms, Applied Machine Learning, Data Processing, Machine Learning, Data Analysis, Data Cleansing

    3.1 stars, 8 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.1 (8) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    Ask Effective Questions

    Skills you'll gain: Analytics, Smart Goals

    4.9 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (12) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Trustworthy AI: Managing Bias, Ethics, and Accountability

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Business Ethics, Machine Learning, AI literacy, Accountability, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Risk Analysis, Case Studies, Risk Mitigation, Law, Regulation, and Compliance, Decision Making, Workforce Management

    4.5 stars, 14 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (14) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    SkillsBooster Academy

    AI-First Professional Skills

    Skills you'll gain: AI literacy, Anthropic Claude, Prompt Engineering, Google Gemini, LinkedIn, Interviewing Skills, Microsoft Copilot, Artificial Intelligence, Professional Development, Data Analysis, Communication, Google Sheets, Presentations, Google Workspace, Personal Development, Google Docs, Microsoft PowerPoint, Writing and Editing, Learning Strategies, Productivity

    Beginner · Course · 1 - 3 Months

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

    Coursera

    Machine Learning with PySpark: Customer Churn Analysis

    Skills you'll gain: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Model Training, Data Cleansing, Data Import/Export, Data Transformation, Apache Spark, Data-Driven Decision-Making, AI Enablement, Decision Tree Learning, Predictive Modeling, Predictive Analytics, Machine Learning

    4.7 stars, 26 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

  • M

    Microsoft

    Microsoft Power BI and Power Platform for Productivity

    Skills you'll gain: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard Creation, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, Power Platform Architecture & Technical Design, Spreadsheet Software, Data Modeling, Data Visualization, Data Analysis, Business Intelligence

    4.4 stars, 856 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (856) · Beginner · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • Y

    Yonsei University

    International Marketing & Cross Industry Growth

    Skills you'll gain: Business Marketing, Hospitality Management, Peer Review, Global Marketing, Marketing, Hospitality and Food Services, Hospitality, Brand Management, B2B Sales, Customer Service, Branding, Innovation, Guest Relations, Customer experience strategy (CX), Marketing Management, Promotional Strategies, Customer Relationship Management, Diversity Marketing, Growth Strategies, Digital Marketing

    4.7 stars, 2.5K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (2.5K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Accounting Analytics

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Financial Data, Financial Accounting, Corporate Accounting, Process Optimization, Analytics, Corporate Strategy, Accounting, Financial Forecasting, Business Metrics, Process Improvement and Optimization, Operational Analysis, Advanced Analytics, Performance Measurement, Accrual Accounting, Accruals, Predictive Analytics, Finance

    4.5 stars, 3K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (3K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Clustering Analysis

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning Methods, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Exploratory Data Analysis, Data Analysis, Algorithms

    4.5 stars, 11 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (11) · 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 courses

  • The STATA OMNIBUS: Regression and Modelling with STATA: Packt
  • Developing Machine Learning Solutions: Amazon Web Services
  • Deep Learning with PyTorch : Image Segmentation: Coursera
  • Mastering NLP: Tokenization, Sentiment Analysis & Neural MT: Edureka
  • Ask Effective Questions: Google
  • Trustworthy AI: Managing Bias, Ethics, and Accountability: Johns Hopkins University
  • AI-First Professional Skills: SkillsBooster Academy
  • Machine Learning with PySpark: Customer Churn Analysis: Coursera
  • Microsoft Power BI and Power Platform for Productivity: Microsoft
  • International Marketing & Cross Industry Growth: Yonsei University

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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