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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

    Analyze and Visualize Business Data with Power BI

    Skills you'll gain: Dashboard Creation, Power BI, Data Modeling, Analytical Skills, Data Visualization, Data Presentation, Analysis, Spatial Data Analysis, Data Integration, Datamaps, Data Wrangling, Business Reporting, Business Intelligence Software, Data Management, Spreadsheet Software, Storytelling, Management Reporting, Business Analytics, Analytics, Visualization (Computer Graphics)

    Beginner · Specialization · 3 - 6 Months

  • C

    Codio

    C++: Linear Data Structures and Trees

    Skills you'll gain: Data Structures, C++ (Programming Language), C and C++, Programming Principles, Algorithms, Theoretical Computer Science, Object Oriented Programming (OOP)

    Intermediate · Course · 1 - 4 Weeks

  • S

    Starweaver

    Digital Health Data & Governance Essentials

    Skills you'll gain: Medical Privacy, Health Informatics, Health Information Management, Data Governance, Health Information Management and Medical Records, Health Systems, Health Care, Health Technology, Data Quality, Medical Records, Cyber Governance, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Policy, Electronic Medical Record System, Health Care Procedure and Regulation, Interoperability, Data Management, Data Ethics, Telehealth, Ethical Standards And Conduct

    Beginner · Course · 1 - 3 Months

  • S

    Simplilearn

    Data Validation in Excel for Beginners

    Skills you'll gain: Microsoft Excel, Data Validation, Excel Formulas, Spreadsheet Software, Data Quality, Management Reporting, Pivot Tables And Charts, Data Cleansing, Project Management, Data Visualization Software, Business Reporting, Data Analysis, Timelines, Data Presentation, Graphing

    ★ 3.8 (6) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Matrix Calculus for Data Science & Machine Learning

    Skills you'll gain: Model Optimization, Calculus, Machine Learning Methods, NumPy, Machine Learning Algorithms, Applied Machine Learning, Tensorflow, Python Programming, Derivatives, Development Environment

    Intermediate · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    A Crash Course in Causality: Inferring Causal Effects from Observational Data

    Skills you'll gain: R Programming, R (Software), Statistical Analysis, Statistical Methods, Statistical Inference, Correlation Analysis, Probability, Graph Theory

    ★ 4.7 (573) · Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Data Engineering Career Guide and Interview Preparation

    Skills you'll gain: Professional Networking, Interviewing Skills, LinkedIn, Technical Communication

    ★ 4.7 (103) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze Market Basket Data Using R

    Skills you'll gain: Data Mining, Data Cleansing, Transaction Processing, Unsupervised Learning, Data Preprocessing, R Programming, Data Analysis, Market Analysis, Data Visualization, Data Manipulation, Model Training, Statistical Visualization, Data Quality, Consumer Behaviour, Model Optimization

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Python for Finance: Investment Fundamentals & Data Analytics

    Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Modeling, Financial Data, Risk Analysis, Investment Management, Return On Investment, Time Series Analysis and Forecasting, Financial Modeling, Investments, Object Oriented Programming (OOP), Statistical Analysis, General Finance, Correlation Analysis, Simulations, Regression Analysis, Financial Forecasting, Simulation and Simulation Software, Jupyter, Python Programming

    ★ 4.5 (12) · Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Mastering Data Analysis with Pandas: Learning Path Part 2

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Data Access, Python Programming

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

  • M

    Microsoft

    Coding and Automation for Data Analysis with Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Data Pipelines, Responsible AI, Data Processing, AI Workflows, Data Analysis, AI Integrations, Automation, SQL, Data Cleansing, Debugging

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

  • A

    AI CERTs

    AI Tools, Data, and Experience Design

    Skills you'll gain: AI Personalization, Generative AI, Experience Design, AI powered creativity, Data-Driven Decision-Making, AI Integrations, AI Workflows, Data Analysis

    Beginner · Course · 1 - 3 Months

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

  • Analyze and Visualize Business Data with Power BI: EDUCBA
  • C++: Linear Data Structures and Trees: Codio
  • Digital Health Data & Governance Essentials : Starweaver
  • Data Validation in Excel for Beginners: Simplilearn
  • Matrix Calculus for Data Science & Machine Learning: Packt
  • A Crash Course in Causality: Inferring Causal Effects from Observational Data: University of Pennsylvania
  • Data Engineering Career Guide and Interview Preparation: IBM
  • Analyze Market Basket Data Using R: EDUCBA
  • Python for Finance: Investment Fundamentals & Data Analytics: Packt
  • Mastering Data Analysis with Pandas: Learning Path Part 2: Coursera

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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