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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


  • M

    Microsoft

    AI-Driven Insights, Validation and Scenario Modeling

    Skills you'll gain: Anomaly Detection, Data Storytelling, Financial Acumen, Audit Working Papers, Financial Data, Financial Modeling, Variance Analysis, Financial Analysis, Auditing, Data-Driven Decision-Making, Box Plots, Power BI, Risk Analysis, Financial Reporting, Decision Making, Microsoft Excel, Scenario Testing, Microsoft Copilot, Microsoft 365, Generative AI

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Azure AI Fundamentals - Complete AI-901 Certification Guide

    Skills you'll gain: Responsible AI, Generative AI, Generative AI Agents, Large Language Modeling, Text Mining, Agentic systems, Natural Language Processing, Microsoft Azure, Generative Model Architectures, Agentic Workflows, Embeddings, Data Ethics, Artificial Intelligence, Cloud Infrastructure, LLM Application, Azure DevOps, Image Analysis, Applied Machine Learning, Machine Learning, Case Studies

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Colorado Boulder

    Stability and Capability in Quality Improvement

    Skills you'll gain: Process Capability, Statistical Process Controls, R (Software), Statistical Analysis, Statistical Software, Data Analysis Software, R Programming, Quality Control, Probability & Statistics, Quality Improvement, Statistical Methods, Plot (Graphics), Process Analysis, Data Transformation, Statistical Hypothesis Testing, Probability Distribution

    4.1 stars, 17 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.1 (17) · Intermediate · Course · 1 - 3 Months

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

    SAS

    Statistics You Need to Know for Machine Learning

    Skills you'll gain: Exploratory Data Analysis, Logistic Regression, Correlation Analysis, Applied Machine Learning, Model Evaluation, Data Modeling

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Deploy containers by using Azure Kubernetes Service

    Skills you'll gain: Kubernetes, Microsoft Azure, Docker (Software), YAML, Cloud-Native Computing, Containerization, Application Deployment, Cloud Security, Cloud Deployment, Security Controls, Virtual Networking, General Networking

    3.3 stars, 8 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.3 (8) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Scikit-Learn to Solve Regression Machine Learning Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Classification Algorithms, Model Training, Machine Learning, Data Analysis

    4.8 stars, 11 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (11) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Chegg Skills

    AI-Enabled Cybersecurity

    Skills you'll gain: AI Security, Cyber Threat Intelligence, Cybersecurity, Threat Detection, Incident Response, Information Systems Security, Vulnerability Assessments, Penetration Testing, Security Awareness, Artificial Intelligence, Cloud Security, Authentications, Machine Learning, Network Security, Data Analysis, Automation, Risk Management, Prompt Engineering, Problem Solving, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Board Infinity

    RAG from Scratch: Build a Knowledge-Powered Chatbot

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, Generative AI Agents, AI Workflows, Prompt Engineering, Embeddings, Token Optimization, Context Management, Document Management, Unstructured Data, Database Management Systems, Metadata Management, Model Evaluation, Data Wrangling, Machine Learning

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Choisir la Meilleure Méthode pour Illustrer les Données

    Skills you'll gain: Datamaps, Interactive Data Visualization, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Plot (Graphics), Data Access, Correlation Analysis, Exploratory Data Analysis, Data Preprocessing, Data Science, Data Analysis, Python Programming

    4.4 stars, 10 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (10) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • S

    SkillsBooster Academy

    AI-Assisted Web Developer

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Prompt Patterns, Generative AI Agents, ChatGPT, UI Components, Web Development Tools, GitHub, Full-Stack Web Development, Node.JS, Gemini, JavaScript Frameworks, Software Development, Generative AI, Application Programming Interface (API), Front-End Web Development, Web Development, Javascript, Application Deployment, Artificial Intelligence

    4.4 stars, 82 reviews, Beginner, Specialization, 3 - 6 Months

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

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud em Português Brasileiro

    Skills you'll gain: Model Optimization, Feature Engineering, Tensorflow, Model Deployment, Model Training, Google Cloud Platform, Data Quality, Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Keras (Neural Network Library), Data Strategy, Machine Learning, Machine Learning Methods, Embeddings, Cloud Deployment, Applied Machine Learning, AI Product Strategy, Responsible AI, Dataflow

    4.7 stars, 92 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (92) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Digital Marketing Strategy: Navigating Emerging Media and AI

    Skills you'll gain: Data-Driven Marketing, Strategic Communication, Journey Mapping, Marketing Communications, Marketing Strategies, Digital Media Strategy, Marketing Analytics, Digital Marketing, Marketing Automation, Marketing Channel, Cross-Channel Marketing, AI Personalization, Data-Driven Decision-Making, Personalized Campaigns, MarTech, Integrated Marketing Communications, Communication Strategies, Consumer Behaviour, Data Ethics, Social Media

    4.4 stars, 2.9K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (2.9K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular big data courses

  • AI-Driven Insights, Validation and Scenario Modeling: Microsoft
  • Azure AI Fundamentals - Complete AI-901 Certification Guide: Packt
  • Stability and Capability in Quality Improvement: University of Colorado Boulder
  • Statistics You Need to Know for Machine Learning: SAS
  • Deploy containers by using Azure Kubernetes Service: Microsoft
  • Scikit-Learn to Solve Regression Machine Learning Problems: Coursera
  • AI-Enabled Cybersecurity: Chegg Skills
  • RAG from Scratch: Build a Knowledge-Powered Chatbot: Board Infinity
  • Choisir la Meilleure Méthode pour Illustrer les Données: Coursera
  • AI-Assisted Web Developer: SkillsBooster Academy

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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