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  • Big Data Analytics

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


  • I

    IBM

    Machine Learning with Apache Spark

    Skills you'll gain: Apache Spark, Machine Learning, Generative AI, Model Evaluation, Supervised Learning, Apache Hadoop, Data Pipelines, Unsupervised Learning, Data Processing, Extract, Transform, Load, Predictive Modeling, Model Deployment, Classification Algorithms, Data Transformation, Regression Analysis

    4.5 stars, 115 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Columbia University

    Causal Inference

    Skills you'll gain: Statistical Inference, Regression Analysis, Applied Machine Learning, Statistical Methods, Statistical Machine Learning, Statistical Analysis, Statistical Hypothesis Testing, Statistical Modeling, Machine Learning, Experimentation, Data Collection, Probability & Statistics, Research Design

    3.3 stars, 107 reviews, Advanced, Course, 1 - 3 Months

    ★ 3.3 (107) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • 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
  • C

    Coursera

    YouTube Content Creator Pro

    Skills you'll gain: Storytelling, Content Performance Analysis, Storyboarding, Video Production, Photo/Video Production and Technology, Content Scheduling, Benchmarking, Content Optimization, Search Engine Optimization, Videography, Web Analytics, Video Editing, Drive Engagement, Content Strategy, Live Streaming, Driving engagement, Marketing Analytics, Web Analytics and SEO, Style Guides, Marketing

    4.7 stars, 1.5K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (1.5K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Marketing and Customer Insights

    Skills you'll gain: Prompt Engineering, Customer Analysis, Customer Insights, Personalized Campaigns, AI Personalization, Keyword Research, Big Data, Performance marketing, Data Visualization, Risking, Marketing Analytics, Customer experience improvement, AI Product Strategy, Generative AI, Collaborative Software, Email Marketing, Marketing Automation, Social Media Marketing, Campaign Management, Predictive Analytics

    4.5 stars, 228 reviews, Intermediate, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    AI For Medical Treatment

    Skills you'll gain: Deep Learning, Statistical Analysis, Clinical Trials, Feature Engineering, Statistical Methods, Treatment Planning, Data Analysis, Precision Medicine, Model Evaluation, Applied Machine Learning, Patient Treatment, Clinical Documentation, Statistical Machine Learning, Machine Learning Methods, AI Personalization, Machine Learning, Medical Science and Research, Text Mining, Health Informatics, Large Language Modeling

    4.7 stars, 547 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for Mobile App Developers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, Prompt Engineering Tools, Data Ethics, Generative AI Agents, AI Personalization, ChatGPT, Mobile Development, AI powered creativity, AI literacy, Multimodal Prompts, Software Design Documents, Software Design, Anthropic Claude, Mobile Development Tools, LLM Application, iOS Development, Software Development

    4.7 stars, 12K reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.7 (12K) · Advanced · Specialization · 3 - 6 Months

    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
  • 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
  • C

    CertNexus

    CertNexus Certified Ethical Emerging Technologist

    Skills you'll gain: Crisis Management, Data Ethics, Governance, Business Ethics, Strategic Leadership, Corporate Communications, Responsible AI, Law, Regulation, and Compliance, Communication Planning, Accountability Frameworks, Media Relations, Strategic Thinking, Communication Strategies, Risking, Business Leadership, Risk Management, Test Tools, Communication, Leadership, Learning Strategies

    4.7 stars, 648 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (648) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Building Generative AI-Powered Applications with Python

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LangChain, LLM Application, OpenAI API, Hugging Face, Generative AI, OpenAI, Web Applications, Application Development, Flask (Web Framework), Python Programming, Natural Language Processing, Front-End Web Development, Image Analysis, User Interface (UI)

    4.6 stars, 296 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (296) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Next-Gen Workplace Automation with GenAI

    Skills you'll gain: CrewAI, Prompt Engineering, Anthropic Claude, Email Automation, Generative AI, AI Orchestration, AI Workflows, ChatGPT, Responsible AI, AI Product Strategy, Agentic Workflows, Automation, AI Enablement, Workflow Management, Report Writing, Productivity, Innovation, Operational Efficiency, Performance Reporting, Customer Support

    4.4 stars, 493 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.4 (493) · Intermediate · Specialization · 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

  • Machine Learning with Apache Spark: IBM
  • Causal Inference: Columbia University
  • Design of Experiments: Arizona State University
  • YouTube Content Creator Pro: Coursera
  • GenAI for Marketing and Customer Insights: Coursera
  • AI For Medical Treatment: DeepLearning.AI
  • Generative AI for Mobile App Developers: IBM
  • Fundamentals of Quantitative Modeling: University of Pennsylvania
  • Moneyball and Beyond: University of Michigan
  • CertNexus Certified Ethical Emerging Technologist: CertNexus

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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