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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


  • C

    Coursera

    Basic Image Classification with TensorFlow

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

    ★ 4.6 (848) · Beginner · Guided Project · Less Than 2 Hours

  • E

    Erasmus University Rotterdam

    Enjoyable Econometrics

    Skills you'll gain: Econometrics, Data Collection, Regression Analysis, Statistical Methods, Survey Creation, Data Compilation, Quantitative Research, Data Wrangling, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Modeling, Statistical Analysis, Correlation Analysis, Probability Distribution

    ★ 4.1 (143) · Beginner · Course · 1 - 3 Months

  • S

    SAS

    Preparing for the SAS Programming Certification Exam

    Skills you'll gain: Data Manipulation, Data Access, Data Import/Export, SAS (Software), Microsoft Excel, Data Processing, Data Analysis, Statistical Programming, Data Transformation, Data Preprocessing, Debugging

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

  • U

    University of Michigan

    Python Basics

    Skills you'll gain: Debugging, Programming Principles, Python Programming, Software Visualization, Data Structures, Scripting Languages, Computer Programming, Scripting, Computational Logic, Computer Graphics, Diagram Design

    ★ 4.8 (18K) · Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    ChatGPT & Zapier: Agentic AI for Everyone

    Skills you'll gain: Generative AI Agents, Agentic systems, Agentic Workflows, Generative AI, Email Automation, Prompt Engineering, AI Workflows, ChatGPT, AI Personalization, Expense Management, Expense Reports, AI Orchestration, AI literacy, Workflow Management, Tool Calling, Google Sheets, AI Integrations, Memory Management

    ★ 4.6 (136) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Introduction to Predictive Modeling

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Predictive Modeling, Data Preprocessing, Model Training, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Pivot Tables And Charts, Data Manipulation, Data Transformation, Feature Engineering, Statistical Modeling, Spreadsheet Software, Predictive Analytics, Model Optimization, Data Cleansing, Statistical Methods

    ★ 4.8 (144) · Mixed · Course · 1 - 4 Weeks

  • F

    Fractal Analytics

    Insights of Power BI

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Modeling, Data Visualization Software, Data Visualization, Data Transformation, Data Cleansing, Business Intelligence, Interactive Data Visualization, Data Manipulation, Star Schema, Dashboard, Data Analysis, Dashboard Creation, Report Writing

    ★ 4.6 (55) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Navigating Generative AI: A CEO Playbook

    Skills you'll gain: Responsible AI, Data Ethics, Workforce Development, Strategic Thinking, Operational Efficiency, Employee Training, Thought Leadership, Business Risk Management, AI Integrations

    ★ 4.8 (97) · Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Teradata 전문가를 위한 BigQuery 기초

    Skills you'll gain: Teradata SQL, SQL, Identity and Access Management, Database Management, Google Cloud Platform, Query Languages, Role-Based Access Control (RBAC), Data Modeling, Extract, Transform, Load, Data Import/Export, Relational Databases, Database Design, Data Migration, Data Mapping, Big Data, Data Sharing, Data Architecture, Database Architecture and Administration

    Intermediate · Course · 1 - 3 Months

  • D

    Duke University

    Rust Fundamentals

    Skills you'll gain: Rust (Programming Language), Unit Testing, Test Case, Memory Management, Software Testing, Data Structures, GitHub, Programming Principles, Package and Software Management, Development Environment, System Programming, Software Documentation

    ★ 4 (239) · Beginner · Course · 1 - 4 Weeks

  • S

    Stanford University

    Cryptography I

    Skills you'll gain: Cryptography, Data Encryption Standard, Cryptographic Protocols, Encryption, Key Management, Advanced Encryption Standard (AES), Public Key Cryptography Standards (PKCS), Cybersecurity, Application Security, Authentications, Data Integrity, Algorithms, Arithmetic, Probability

    ★ 4.8 (4.5K) · Mixed · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    AI and Machine Learning Essentials with Python

    Skills you'll gain: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Statistical Modeling, Python Programming, Supervised Learning, Machine Learning, Data Processing, Agentic systems, Artificial Intelligence, Algorithms, AI literacy

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

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

  • Basic Image Classification with TensorFlow: Coursera
  • Enjoyable Econometrics: Erasmus University Rotterdam
  • Preparing for the SAS Programming Certification Exam : SAS
  • Python Basics: University of Michigan
  • ChatGPT & Zapier: Agentic AI for Everyone: Vanderbilt University
  • Introduction to Predictive Modeling: University of Minnesota
  • Insights of Power BI: Fractal Analytics
  • Navigating Generative AI: A CEO Playbook: Coursera
  • Teradata 전문가를 위한 BigQuery 기초: Google Cloud
  • Rust Fundamentals: Duke University

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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