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Explore the Statistics for Data Science Course Catalog
Coursera Project Network
Skills you'll gain: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Seaborn, Matplotlib, Cloud Computing, Jupyter, Dimensionality Reduction, Data Science, Unsupervised Learning, Applied Machine Learning, Python Programming, Linear Algebra
- Status: Free Trial
University of Washington
Skills you'll gain: Classification And Regression Tree (CART), Applied Machine Learning, Supervised Learning, Predictive Modeling, Text Mining, Machine Learning Algorithms, Data Cleansing, Scalability, Machine Learning, Natural Language Processing, Big Data, Probability & Statistics, Algorithms
- Status: Free TrialStatus: AI skills
Skills you'll gain: PyTorch (Machine Learning Library), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Unsupervised Learning, Artificial Neural Networks, Generative AI, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Image Analysis, Artificial Intelligence, Program Development, Process Driven Development, Computer Vision, Software Development Life Cycle, Regression Analysis, Time Series Analysis and Forecasting, Network Architecture, Network Model
- Status: Free Trial
University of Michigan
Skills you'll gain: Network Analysis, Network Model, Graph Theory, Data Analysis, Pandas (Python Package), Applied Machine Learning, Matplotlib, Predictive Modeling, Python Programming, Simulations, Algorithms
- Status: Free Trial
University of Alberta
Skills you'll gain: Reinforcement Learning, Machine Learning, Sampling (Statistics), Machine Learning Algorithms, Artificial Intelligence, Deep Learning, Simulations, Solution Architecture, Artificial Intelligence and Machine Learning (AI/ML), Markov Model, Supervised Learning, Algorithms, Artificial Neural Networks, Performance Testing, Pseudocode, Linear Algebra, Probability Distribution, Debugging
- Status: Preview
Johns Hopkins University
Skills you'll gain: Data Science, Data Management, Data Modeling, Data Analysis, Data-Driven Decision-Making, Project Design, Data Presentation, Exploratory Data Analysis, Machine Learning, Predictive Modeling, Statistical Inference
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Scikit Learn (Machine Learning Library), Matplotlib, Random Forest Algorithm, Machine Learning, Predictive Modeling, Data Science, Python Programming, Classification And Regression Tree (CART), Mathematical Modeling, Applied Mathematics, Exploratory Data Analysis, Statistical Programming, Regression Analysis, Feature Engineering, Data Cleansing, Performance Tuning
- Status: New
Skills you'll gain: Microsoft SQL Servers, Relational Databases, Database Architecture and Administration, Data Analysis, Business Analytics
- Status: New
Skills you'll gain: Forecasting, Statistical Modeling, Machine Learning Methods, Feature Engineering, Data Visualization Software
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Rmarkdown, Ggplot2, Data Visualization, Tidyverse (R Package), R Programming, Data Visualization Software, Statistical Programming, Data Manipulation, Statistical Reporting, Data Analysis, Data Wrangling, Software Installation, Programming Principles, Debugging
- Status: New
Skills you'll gain: Power BI, Data Modeling, Data Analysis Expressions (DAX), Data Integration, Microsoft Excel, Microsoft Power Platform, File Management, Data Import/Export, Extract, Transform, Load, ChatGPT, Data Transformation
- Status: Preview
Universidad Austral
Skills you'll gain: Excel Macros, Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Analysis Expressions (DAX), Business Analysis, Data Validation, Business Analytics, Data Import/Export, Process Optimization, Data Analysis Software, Business Modeling, Automation
Statistics For Data Science learners also search
In summary, here are 10 of our most popular statistics for data science courses
- Principal Component Analysis with NumPy: Coursera Project Network
- Machine Learning: Classification: University of Washington
- IBM Deep Learning with PyTorch, Keras and Tensorflow: IBM
- Applied Social Network Analysis in Python: University of Michigan
- Reinforcement Learning: University of Alberta
- Ein Crashkurs in Datenwissenschaft: Johns Hopkins University
- Introduction to Machine Learning: Supervised Learning: University of Colorado Boulder
- The Ultimate SQL Bootcamp: Zero to Hero in 9 Hours: Packt
- A Practical Approach to Timeseries Forecasting Using Python: Packt
- Introduction to R Programming and Tidyverse: University of Colorado Boulder