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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


  • U

    University of Illinois Urbana-Champaign

    Introduction to Business Analytics and Information Economics

    Skills you'll gain: Data Visualization, Business Analytics, Data Presentation, Analytics, Interactive Data Visualization, Data Literacy, Data Analysis, Analytical Skills, Big Data, Asset Management, Business Analysis, Feasibility Studies, Business Modeling, Intellectual Property, Data Quality, Information Management, Network Model, Data Strategy, Data-Driven Decision-Making, Business Intelligence

    ★ 4.6 (415) · Beginner · Specialization · 1 - 3 Months

  • S

    Scrimba

    Vibe Coding with GitHub Copilot

    Skills you'll gain: GitHub Copilot, Vibe coding, Model Context Protocol, GitHub, Code Review, AI Personalization, Prompt Patterns, Context Engineering, Prompt Engineering, Context Management, Agentic Workflows, Software Development, Web Development, Software Installation, Agentic systems

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

  • G

    Google DeepMind

    Gemini Capstone Project

    Skills you'll gain: Google Gemini, Generative AI Agents, AI Orchestration, LLM Application, Token Optimization, Agentic Workflows, AI Integrations, Google Cloud Platform, Tool Calling, Agentic systems, Generative Model Architectures, AI Security, Cloud Deployment, Prompt Engineering, Application Programming Interface (API), Serverless Computing, Application Deployment, Secure Coding, Data Structures, JSON

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Security and Authentication

    Skills you'll gain: Role-Based Access Control (RBAC), Authentications, Secure Coding, Microsoft Copilot, Data Security, ASP.NET, Encryption, Back-End Web Development, Data Encryption Standard, Authorization (Computing), Data Storage, Identity and Access Management, JSON, Application Security, Application Programming Interface (API), Debugging

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Interviewing for DS/AI Roles

    Skills you'll gain: Smart Goals, Goal Setting, Interviewing Skills, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Negotiation, Professional Development, Data Science, Artificial Intelligence, Machine Learning, Compensation and Benefits, Data Analysis, Web Presence, Recruitment, Data Literacy, Events and Conferences, Data Architecture, AI literacy, Relationship Building, Job Analysis

    ★ 4.6 (25) · Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Practice Empathic Feedback

    Skills you'll gain: Constructive Feedback, Empathy, Tactfulness, Rapport Building, Team Building, Trustworthiness, Communication Strategies, Anthropic Claude, Performance Management, ChatGPT, AI literacy, Emotional Intelligence, Empathy & Emotional Intelligence, AI Personalization, Data Modeling

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Cells, Formulas, and Finance: Excel for Financial Analysts

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Modeling, Excel Macros, Financial Analysis, Pivot Tables And Charts, Data Integrity, Bookkeeping, Excel Formulas, Trend Analysis, Balance Sheet, Reconciliation, Financial Data, Data Validation, Ledgers (Accounting), Data Quality, Spreadsheet Software, Microsoft Excel, Data Cleansing, Automation

    Intermediate · Specialization · 3 - 6 Months

  • R

    Rutgers the State University of New Jersey

    Supply Chain Analytics

    Skills you'll gain: Competitive Intelligence, Demand Planning, Strategic Sourcing, Competitive Analysis, Customer Demand Planning, Data Storytelling, Procurement, Supplier Relationship Management, Supplier Risk Management, Supplier Management, Supply Chain, Purchasing, Regression Analysis, Supplier Performance Management, Inventory Control, Market Opportunities, Supply Chain Systems, Supply Chain Management, Business Intelligence, Data Analysis

    ★ 4.6 (2.3K) · Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Integrated Measurement KPIs and Metrics for ITSM

    Skills you'll gain: Operational Efficiency, Leadership Studies, IT Service Management, Key Performance Indicators (KPIs), Stakeholder Management, Performance Measurement, Performance Metric, Stakeholder Communications, Service Level, Drive Engagement, Team Building, Service Management, Team Performance Management, Business Metrics, Business Leadership, Team Management, Business Communication, Performance Improvement, Data Analysis, Continuous Improvement Process

    Intermediate · Course · 3 - 6 Months

  • S

    SkillUp

    The DMAIC Framework: Analyze, Improve, and Control Phase

    Skills you'll gain: Exploratory Data Analysis, Statistical Process Controls, Six Sigma Methodology, Statistical Hypothesis Testing, Lean Six Sigma, Statistical Analysis, Continuous Improvement Process, Data Analysis, Analysis, Process Analysis, Process Improvement, Quality Improvement, Statistical Methods, Quality Monitoring, Quality Control, Process Improvement and Optimization, Root Cause Analysis, Data-Driven Decision-Making, Statistics, Statistical Inference

    ★ 4.6 (18) · Beginner · Course · 1 - 3 Months

  • T

    The Expert Academy

    Enterprise Account Strategy And Growth

    Skills you'll gain: Service Recovery, Account Management, Account Strategy, Customer experience strategy (CX), Customer experience improvement, Rapport Building, Journey Mapping, Sales Strategy, Loyalty Programs, Customer Relationship Building, Customer Insights, Customer Retention, Emotional Intelligence, Relationship Management, Customer Service, Customer Success Management, Communication Strategies, Stakeholder Management, Data Analysis, Strategic Planning

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Fine Tune BERT for Text Classification with TensorFlow

    Skills you'll gain: Fine-tuning, Tensorflow, Keras (Neural Network Library), Model Training, Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines

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

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

  • Introduction to Business Analytics and Information Economics: University of Illinois Urbana-Champaign
  • Vibe Coding with GitHub Copilot: Scrimba
  • Gemini Capstone Project: Google DeepMind
  • Security and Authentication: Microsoft
  • Interviewing for DS/AI Roles: University of California, Irvine
  • Practice Empathic Feedback: Coursera
  • Cells, Formulas, and Finance: Excel for Financial Analysts: Coursera
  • Supply Chain Analytics: Rutgers the State University of New Jersey
  • Integrated Measurement KPIs and Metrics for ITSM : Packt
  • The DMAIC Framework: Analyze, Improve, and Control Phase: SkillUp

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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