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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


  • E

    EDUCBA

    Display Advertising Strategy & Campaign Optimization

    Skills you'll gain: Advertising Campaigns, Campaign Management, Contextual Advertising, Data-Driven Marketing, Google Ads, Online Advertising, Digital Advertising, Campaign Planning, Media Planning, Advertising, Target Audience, Marketing Strategies, Brand Awareness

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Digital Productivity Toolkit for Beginners

    Skills you'll gain: QuickBooks (Accounting Software), Canva (Software), Business Intelligence, Calendar Management, Productivity Software, Business Intelligence Software, Customer Relationship Management (CRM) Software, Presentations, Sales Pipelines, Google Workspace, Accounting Software, Business Analytics, Customer Relationship Management, Accounting and Finance Software, Collaborative Software, Workflow Management, Project Management, Process Design, Teamwork, Financial Management

    Beginner · Course · 3 - 6 Months

  • P

    Packt

    PL-300 Microsoft Power BI Analyst Certification Guide

    Skills you'll gain: Data Wrangling, Data Management, Data Presentation, Security Management, Model Optimization, Advanced Analytics, Pivot Tables And Charts

    Intermediate · Course · 1 - 3 Months

  • A

    American Psychological Association

    Intro to Null Hypothesis Significance Testing with z-test

    Skills you'll gain: Statistical Hypothesis Testing, Sample Size Determination, Probability & Statistics, Probability Distribution, Statistical Methods, Quantitative Research, Statistical Inference, Statistics, Sampling (Statistics), Statistical Analysis, Probability, Scientific Methods, Data Analysis, Research, Psychology

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Deep Learning with Real-World Projects

    Skills you'll gain: Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Matplotlib, Convolutional Neural Networks, Linear Algebra, Image Analysis, Plot (Graphics), Data Visualization, NumPy, Scientific Visualization, Machine Learning Algorithms, Keras (Neural Network Library), Statistical Visualization, Pandas (Python Package), Model Training, Applied Machine Learning, Data Science, Artificial Intelligence, Machine Learning

    ★ 4.3 (7) · Beginner · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud en Français

    Skills you'll gain: Feature Engineering, Model Optimization, Tensorflow, Google Cloud Platform, Exploratory Data Analysis, Keras (Neural Network Library), Business Metrics, Model Training, Data Preprocessing, Model Deployment, Data Pipelines, Model Evaluation, Data Quality, Logistic Regression, Applied Machine Learning, Machine Learning, Data Cleansing, Machine Learning Software, Performance Tuning, Dataflow

    ★ 4.2 (31) · Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Digging Deeper into Audience Reports in Google Analytics

    Skills you'll gain: Google Analytics, Driving engagement, Web Analytics, Benchmarking, Drive Engagement, Customer Engagement, Customer Analysis, Performance Analysis, Journey Mapping, Customer Retention, Marketing

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

  • C

    Coursera

    AI & CRM Insight

    Intermediate · Course · 1 - 3 Months

  • L

    LearnKartS

    Full Stack Agentic AI

    Skills you'll gain: Model Context Protocol, Agentic systems, Vector Databases, Retrieval-Augmented Generation, Prompt Engineering, Tool Calling, Google Gemini, Agentic Workflows, AI Workflows, Generative AI Agents, Server Side, Node.JS, Scalability, MongoDB, Embeddings, Large Language Modeling, Natural Language Processing, Web Development, Machine Learning, Javascript

    Beginner · Specialization · 1 - 3 Months

  • P

    Pragmatic AI Labs

    Privacy-Conscious Development with AI Assistants

    Skills you'll gain: AI Security, Claude Code, Responsible AI, Prompt Engineering, DevSecOps, Secure Coding, Prompt Engineering Tools, Information Privacy, Application Security, Vulnerability Scanning, Code Review, CI/CD, AI literacy, Vulnerability Assessments, AI Orchestration, Gemini, Security Awareness, GitHub, Command-Line Interface

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Gen AI for Executives Course - Gen AI Adoption

    Skills you'll gain: Responsible AI, AI Product Strategy, AI Security, Diversity and Inclusion, Workplace inclusivity, AI Enablement, Organizational Leadership, Employee Retention, Diversity Equity and Inclusion Initiatives, Product Strategy, Strategic Leadership, Talent Management, Security Strategy, Ethical Standards And Conduct, AI Integrations, Cross-Functional Collaboration, Workforce Development, Business Ethics

    ★ 4.3 (12) · Intermediate · Course · 1 - 3 Months

  • U

    University of California, Davis

    Working Smarter with AI

    Skills you'll gain: Prompt Engineering, Responsible AI, Large Language Modeling, AI literacy, AI powered creativity, AI Enablement, Anthropic Claude, Writing and Editing, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Data Ethics, LLM Application, ChatGPT, Editing, Writing, Workplace inclusivity, Business Writing, Diversity and Inclusion, Emerging Technologies

    ★ 4.4 (211) · Beginner · Specialization · 1 - 3 Months

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

  • Display Advertising Strategy & Campaign Optimization: EDUCBA
  • Digital Productivity Toolkit for Beginners: Packt
  • PL-300 Microsoft Power BI Analyst Certification Guide: Packt
  • Intro to Null Hypothesis Significance Testing with z-test: American Psychological Association
  • Deep Learning with Real-World Projects: Packt
  • Machine Learning with TensorFlow on Google Cloud en Français: Google Cloud
  • Digging Deeper into Audience Reports in Google Analytics: Coursera
  • AI & CRM Insight : Coursera
  • Full Stack Agentic AI: LearnKartS
  • Privacy-Conscious Development with AI Assistants: Pragmatic AI Labs

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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