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

University of Illinois Urbana-Champaign
Accounting Data Analytics
Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Data Visualization, Model Optimization, Scikit Learn (Machine Learning Library), Matplotlib, Data Literacy, Tableau Software, Plot (Graphics), Data Presentation, Interactive Data Visualization, Data Visualization Software, Unsupervised Learning, Exploratory Data Analysis, Pandas (Python Package), Seaborn, Data Preprocessing, Model Training, Machine Learning, Python Programming
4.7 stars, 589 reviews, Intermediate, Specialization, 3 - 6 Months
Status: Free trial
Category: Build toward a degree
Edureka
Applied Data Analytics
Skills you'll gain: Power BI, Data Visualization, Data Analysis Expressions (DAX), Matplotlib, Plotly, Data Analysis, Exploratory Data Analysis, Seaborn, SQL, Pandas (Python Package), Probability & Statistics, Regression Analysis, Machine Learning, Statistical Hypothesis Testing, Python Programming, Data Transformation, Feature Engineering, Data Integration, NumPy, Web Scraping
4.6 stars, 59 reviews, Intermediate, Specialization, 3 - 6 Months
Status: Free trial
Wesleyan University
Data Analysis Tools
Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Statistical Software, Correlation Analysis, Statistical Programming, Data Analysis Software, SAS (Software), Data Analysis, Statistical Methods, Quantitative Research, Probability & Statistics, Analytical Skills, Data Management, Statistical Inference
4.5 stars, 417 reviews, Mixed, Course, 1 - 4 Weeks
Status: Free trial
Johns Hopkins University
Data Science Capstone
Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Predictive Modeling, Data Science, Analytical Skills, Data Analysis, Data Synthesis, Model Optimization, Data Presentation, Data Collection, Predictive Analytics, Data Preprocessing, R Programming, Machine Learning, Natural Language Processing
4.5 stars, 1.2K reviews, Mixed, Course, 1 - 3 Months
Status: Free trial
Google
Analitik Data Google
Skills you'll gain: Data Presentation, Data Cleansing, Data Storytelling, Rmarkdown, Data Ethics, Ggplot2, Data Validation, Query Languages, Spreadsheet Software, Interactive Data Visualization, Tableau Software, Data Literacy, Analytical Skills, Data Visualization Software, Data-Driven Decision-Making, Dashboard, Data Analysis, Data Integrity, Database Management, Case Studies
4.9 stars, 2.3K reviews, Beginner, Professional Certificate, 3 - 6 Months
Status: Free trial
28DIGITAL
Web of Data
Skills you'll gain: Semantic Web, Query Languages, Data Management, Data Integration, Data Processing, Data Access, Data Sharing, Web Applications, Data Mining, Interoperability, Software Architecture, Data Architecture, Data Modeling
4.1 stars, 94 reviews, Intermediate, Course, 1 - 4 Weeks
University of Colorado Boulder
Data Mining Pipeline
Skills you'll gain: Data Mining, Data Warehousing, Data Pipelines, Data Preprocessing, Data Processing, Data Modeling, Data Management, Data Science, Data Cleansing, Model Evaluation, Exploratory Data Analysis
3.9 stars, 120 reviews, Intermediate, Course, 1 - 4 Weeks
Status: Free trial
Category: Build toward a degree
Microsoft
AI-Enhanced Data Analysis: From Raw Data to Deep Insights
Skills you'll gain: Data Visualization, Generative AI, Matplotlib, Data Literacy, Prompt Engineering, Power BI, Excel Formulas, Microsoft Excel, Plotly, Plot (Graphics), Data Ethics, Data Presentation, Pivot Tables And Charts, Data Visualization Software, Generative Model Architectures, Data Analysis, Statistical Analysis, Scientific Visualization, Microsoft Copilot, Data Cleansing
4.3 stars, 664 reviews, Intermediate, Specialization, 3 - 6 Months
Status: Top AI program
Status: Free trial
Microsoft
Data Visualization Fundamentals
Skills you'll gain: Data Storytelling, Data Presentation, Power BI, Data Visualization Software, Data Visualization, Data-Driven Decision-Making, Scatter Plots
4.7 stars, 111 reviews, Beginner, Course, 1 - 4 Weeks
Status: Free trial
Coursera
Data Visualization & Business Intelligence
Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Data Analysis Expressions (DAX), Power BI, Data Visualization, Data Transformation, Dashboard Creation, Presentations, Data Synthesis, Usability Testing, Microsoft PowerPoint, Star Schema, Data Integration, Business Intelligence Software, Microsoft Excel, Usability, Role-Based Access Control (RBAC), Business Intelligence, Data Cleansing
4.6 stars, 1.9K reviews, Beginner, Specialization, 3 - 6 Months
Status: Free trial
Birla Institute of Technology & Science, Pilani
Data Visualisation
Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Dashboard, Interactive Data Visualization, Data Visualization Software, Exploratory Data Analysis, Dashboard Creation, Plotly, Statistical Visualization, Statistical Analysis, Tree Maps, Plot (Graphics), Tableau Software, Matplotlib, Data Analysis, Probability & Statistics, Seaborn, Data-Driven Decision-Making, Python Programming
Intermediate · Course · 1 - 3 Months
Category: New
Category: Preview
Category: Build toward a degree
Google
Analyze Data to Answer Questions
Skills you'll gain: Data Validation, Spreadsheet Software, Data Analysis, Data Manipulation, Analytical Skills, Consolidation, Excel Formulas, Query Languages, Data Compilation, Pivot Tables And Charts, Data Quality, SQL, Data Integration, Data Transformation, Data Processing, Database Management
4.6 stars, 12K reviews, Beginner, Course, 1 - 4 Weeks
Status: Free trial