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  1. Categories
  2. Big Data

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


  • B

    Board Infinity

    Data Structures & Backend with Java

    Skills you'll gain: Java Programming

    4.3 stars, 163 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.3 (163) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Google Advanced Data Analytics Capstone

    Skills you'll gain: Data Visualization, Regression Analysis, Advanced Analytics, Analytics, Statistical Analysis, Data Analysis, Applied Machine Learning, Business Analytics, Statistical Methods, Analytical Skills, Data Science, Machine Learning Methods, Artificial Intelligence, Python Programming, Machine Learning

    4.8 stars, 1.5K reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.8 (1.5K) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Advanced SQL for Data Pipeline Optimization

    Skills you'll gain: Data Pipelines, Data Validation, SQL, Data Transformation, JSON, Data Processing, Data Warehousing, Data Integration, Performance Testing, Performance Tuning, Verification And Validation, Dashboard, Scripting, Systems Integration, Dimensionality Reduction

    Advanced · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    Regression Analysis: Simplify Complex Data Relationships

    Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Methods, Correlation Analysis, Predictive Modeling, Statistical Modeling, Machine Learning, Model Evaluation, Variance Analysis, Python Programming

    4.7 stars, 612 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (612) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Data-Driven Decision Making in Account Management

    Skills you'll gain: Key Performance Indicators (KPIs), Performance Analysis, Financial Management, Financial Data, Account Strategy, Data Analysis, Account Management, Data-Driven Decision-Making, Customer Analysis, Data Visualization Software, Power BI, Budgeting, Microsoft Copilot, Data Collection, Data Processing, Strategic Decision-Making, Microsoft Excel, Data Management, Data Quality

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Advanced Statistics for Data Science

    Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistical Methods, Statistical Modeling, Linear Algebra, Statistics, Probability, R Programming, Biostatistics, Data Analysis, Data Science, Probability Distribution, Derivatives

    4.4 stars, 802 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.4 (802) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    Go Beyond the Numbers: Translate Data into Insights

    Skills you'll gain: Data Storytelling, Data Visualization, Exploratory Data Analysis, Data Presentation, Data Ethics, Tableau Software, Data Analysis, Data Cleansing, Data Manipulation, Data Transformation, Technical Communication, Data Science, Data Validation, Python Programming

    4.7 stars, 938 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (938) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Data Management in Azure Databricks

    Skills you'll gain: Databricks, Data Governance, Microsoft Azure, Data Lakes, Real Time Data, Data Management, Data Pipelines, Performance Tuning

    4.6 stars, 8 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.6 (8) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Serverless Data Processing with Dataflow: Develop Pipelines

    Skills you'll gain: Dataflow, Data Pipelines, Data Processing, File I/O, Data Transformation, Jupyter, SQL

    4 stars, 44 reviews, Advanced, Course, 1 - 3 Months

    ★ 4 (44) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    Data Prep for Machine Learning in Python

    Skills you'll gain: Data Preprocessing, Feature Engineering, Data Import/Export, Exploratory Data Analysis, Data Cleansing, Statistical Visualization, Data Transformation, Data Analysis, Box Plots, Model Training, Python Programming, Data Science

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Data Storage & Processing

    Skills you'll gain: Data Lakes, Data Warehousing, Data Architecture, Star Schema, Transaction Processing, Transact-SQL, Data Pipelines, Data Storage Technologies, Data Processing, Data Storage, Data Maintenance, Performance Tuning, Data Access, Dependency Analysis, Data Import/Export, Data Analysis

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Spark, Hadoop, and Snowflake for Data Engineering

    Skills you'll gain: PySpark, Databricks, Data Pipelines, Apache Spark, Apache Hadoop, Big Data, Data Quality, Data Integration, DevOps, SQL, Python Programming

    3.9 stars, 71 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 3.9 (71) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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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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