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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

    Microsoft Fabric Analytics Engineer

    Skills you'll gain: Data Lakes, Data Analysis Expressions (DAX), Data Warehousing, Data Pipelines, Data Architecture, Star Schema, Microsoft Azure, Dataflow, Extract, Transform, Load, Dependency Analysis, Power BI, Transaction Processing, Transact-SQL, Change Control, PySpark, Capacity Management, Information Management, Real Time Data, Business Intelligence, Microsoft Power Platform

    Advanced · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • D

    Dartmouth College

    Fundamentals of Digital Transformation

    Skills you'll gain: Digital Transformation, Customer experience strategy (CX), Business Transformation, Data-Driven Decision-Making, Internet Of Things, Cloud Computing, Automation, Cloud Storage, Business Analytics, Technology Strategies, Data Ethics, Cloud Infrastructure, Customer Insights, AI Personalization, Business Process Automation, Emerging Technologies, Responsible AI, Business Modeling, Cybersecurity, Law, Regulation, and Compliance

    ★ 4.8 (24) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Object Localization with TensorFlow

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Synthesis, Model Training, Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Model Evaluation, Deep Learning, Machine Learning

    ★ 4.3 (117) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • V

    Vanderbilt University

    Integrating Generative AI into Project Management

    Skills you'll gain: Workflow Management, LLM Application, Constructive Feedback, Generative AI, Decision Intelligence, Large Language Modeling, Business Process Automation, Automation, Responsible AI, AI Integrations, Project Management, Ideation, Data Ethics, AI Security, Communication Strategies, Data Science

    ★ 4 (32) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California, Irvine

    Predictive Modeling, Model Fitting, and Regression Analysis

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning

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

    Status: Free Trial
    Free Trial
  • U

    University of Cape Town

    Understanding Clinical Research: Behind the Statistics

    Skills you'll gain: Biostatistics, Statistical Methods, Statistical Hypothesis Testing, Data Literacy, Probability & Statistics, Diagnostic Tests, Clinical Research, Medical Science and Research, Clinical Trials, Statistical Analysis, Science and Research, Quantitative Research, Statistics, Scientific Methods, Descriptive Statistics, Statistical Inference, Probability Distribution, Probability

    ★ 4.8 (3.7K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    UNESCO

    Global MOOC on the Ethics of AI

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Human Centered Design, Data Governance, Artificial Intelligence, Ethical Standards And Conduct, General Data Protection Regulation (GDPR), AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Data Security, Governance Risk Management and Compliance, Sustainable Design, Environmental Social And Corporate Governance (ESG), Regulation and Legal Compliance, Model Training, Sustainability Reporting, Generative AI, Generative AI Agents, Machine Learning Algorithms

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

    Category: New
    New
    Category: Preview
    Preview
  • I

    IBM

    IBM Financial Planning and Analysis (FP&A) with AI Skills

    Skills you'll gain: Forecasting, Financial Statement Analysis, Budgeting, Variance Analysis, Financial Modeling, Management Reporting, Financial Planning, Corporate Finance, Data Storytelling, Key Performance Indicators (KPIs), Generative AI, Scenario Testing, Prompt Engineering, Risk Management, Microsoft Excel, Accrual Accounting, Stakeholder Management, Anomaly Detection, Data Visualization, Performance Stress Testing

    Beginner · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • S

    Salesforce

    Sales and CRM Overview

    Skills you'll gain: Sales Process, Sales, Salesforce, Customer Relationship Management (CRM) Software, Sales Operations, Customer Relationship Management, General Sales Practices, B2B Sales, Data Management, Customer Data Management, Databases, Data Quality, Data Cleansing, Business-To-Consumer

    ★ 4.6 (1.7K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    DCF Modeling and Company Valuation

    Skills you'll gain: Financial Modeling, Business Valuation, Finance, Financial Forecasting, Microsoft Excel, Cash Flow Forecasting, Cash Flows, Financial Analysis, Private Equity, Investment Banking, Financial Data, Equities, Data Modeling, Financial Market, Corporate Finance, Market Data, Estimation, Real Time Data, On-The-Job Training, Design

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • M

    Microsoft

    AI Governance and Organizational Architecture

    Skills you'll gain: Responsible AI, AI Enablement, Decision Intelligence, Governance, AI Security, Governance Risk Management and Compliance, Risking, Cyber Governance, Data Governance, Enterprise Architecture, Data Strategy, Data Ethics, Compliance Training, AI Workflows, Return On Investment, Security Controls, Accountability Frameworks, Security Strategy, Information Technology, Business

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • 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 (3K) · Mixed · Course · 1 - 4 Weeks

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

  • Microsoft Fabric Analytics Engineer: Microsoft
  • Fundamentals of Digital Transformation: Dartmouth College
  • Object Localization with TensorFlow: Coursera
  • Integrating Generative AI into Project Management: Vanderbilt University
  • Predictive Modeling, Model Fitting, and Regression Analysis: University of California, Irvine
  • Understanding Clinical Research: Behind the Statistics: University of Cape Town
  • Global MOOC on the Ethics of AI: UNESCO
  • IBM Financial Planning and Analysis (FP&A) with AI Skills: IBM
  • Sales and CRM Overview: Salesforce
  • DCF Modeling and Company Valuation: EDUCBA

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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