
University of California San Diego
Skills you'll gain: Apache Spark, Apache Hadoop, Data Integration, Big Data, Graph Theory, Network Model, Data Pipelines, Database Design, Data Management, Data Modeling, Supervised Learning, Data Infrastructure, Social Network Analysis, Data Presentation, Classification Algorithms, Data Preprocessing, Database Systems, Data Mining, Data Processing, MongoDB
Beginner · Specialization · 3 - 6 Months

Logical Operations
Skills you'll gain: Seaborn, Matplotlib, Data Transformation, Plot (Graphics), Pandas (Python Package), Data Manipulation, Data Visualization Software, NumPy, Data Visualization, Data Analysis, Scatter Plots, Data Science, Jupyter, Graphing, Data Processing, Box Plots, Python Programming, Computer Programming, Computer Programming Tools, Software Development
Mixed · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Transfer Learning, Applied Machine Learning, Natural Language Processing, Machine Learning, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Supervised Learning, Computer Vision, Python Programming, Reinforcement Learning, Unsupervised Learning, Logistic Regression, Medical Imaging
Intermediate · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Data Store, SQL, Relational Databases, Database Management, Database Design, MySQL, Databases, Data Modeling, Web Scraping, Data Visualization Software, Object Oriented Programming (OOP), JSON, Data Processing, Python Programming
Beginner · Course · 1 - 3 Months

Skills you'll gain: MySQL, Database Management, Database Administration, Data Warehousing, Linux Commands, Star Schema, Data Integrity, Unit Testing, Algorithms, Command-Line Interface, Software Visualization, Linux, Pseudocode, Query Languages, Collaborative Software, Django (Web Framework), Database Architecture and Administration, Computational Thinking, Test Driven Development (TDD), File Management
Beginner · Professional Certificate · 3 - 6 Months

Logical Operations
Skills you'll gain: NumPy, Data Transformation, Data Manipulation, Data Cleansing, Jupyter, Data Processing, Data Analysis, Data Science, Data Import/Export, Exploratory Data Analysis, Python Programming, Virtual Machines, Computer Programming, Computer Programming Tools, Software Development
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Excel Macros, Visual Basic (Programming Language), Debugging, Numerical Analysis, Data Import/Export, Microsoft Excel, Problem Solving, Programming Principles, Data Analysis Expressions (DAX), Simulations, Code Review, Spreadsheet Software, UI Components, User Interface (UI), Computer Programming, File I/O, Mathematical Modeling, Automation, Algorithms, Data Validation
Beginner · Specialization · 3 - 6 Months
Duke University
Skills you'll gain: Data Storytelling, Database Design, MySQL, Relational Databases, SQL, Data Visualization, Business Analytics, Business Metrics, Data Visualization Software, Analytics, Tableau Software, Business Process Improvement, Dashboard, Predictive Modeling, Histogram, Data Analysis, Microsoft Excel, Business Analysis, Big Data, Business Communication
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Python Programming, NumPy, Pandas (Python Package), Data Analysis, Scripting, Data Manipulation, Data Visualization, Algorithms, Debugging
Advanced · Course · 1 - 3 Months

Skills you'll gain: C (Programming Language), Game Design, Programming Principles, Program Development, Computational Logic, Data Validation, Command-Line Interface, User Interface (UI), Data Structures
Beginner · Course · 1 - 4 Weeks

Meta
Skills you'll gain: Data Management, Descriptive Statistics, Data Collection, Data Governance, Data Visualization, Key Performance Indicators (KPIs), Marketing Analytics, Information Privacy, Business Analytics, Analytics, Statistical Hypothesis Testing, Data Processing, Data Analysis, Statistical Inference, Data Visualization Software, Spreadsheet Software, Pandas (Python Package), Matplotlib, Python Programming, SQL
Beginner · Professional Certificate · 3 - 6 Months

University of Michigan
Skills you'll gain: Data Processing, Data Cleansing, Data Visualization, Data Analysis, Data Modeling, Python Programming, Data Visualization Software, Exploratory Data Analysis, Web Scraping, Algorithms
Beginner · Course · 1 - 3 Months