Skills you'll gain: Unsupervised Learning, Feature Engineering, Supervised Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Jupyter, Machine Learning Algorithms, Python Programming, Machine Learning, Decision Tree Learning, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Statistical Modeling, Dimensionality Reduction, Data Validation, Performance Tuning

Skills you'll gain: Statistical Methods, Bayesian Statistics, Sampling (Statistics), Statistical Modeling, Statistical Inference, Regression Analysis, Descriptive Statistics, Data Visualization, Data Analysis, Exploratory Data Analysis, Histogram, Statistical Hypothesis Testing, Data Visualization Software, Statistics, Probability & Statistics, Box Plots, Jupyter, Statistical Analysis, Statistical Programming, Python Programming

Skills you'll gain: Matplotlib, Data Visualization Software, Plotly, Seaborn, Data Visualization, Statistical Visualization, Dashboard, Interactive Data Visualization, Geospatial Information and Technology, Spatial Data Analysis, Histogram, Scatter Plots, Geospatial Mapping, Python Programming

Skills you'll gain: Data Validation, Data Structures, C++ (Programming Language), Object Oriented Programming (OOP), Data Import/Export, Object Oriented Design, Computer Programming, Programming Principles, Data Integrity, Data Store, Computer Science, Software Documentation, File Management, C and C++, Computational Logic, Maintainability, Debugging

Skills you'll gain: Flask (Web Framework), Application Deployment, Software Development Life Cycle, Unit Testing, API Design, Restful API, Natural Language Processing, Python Programming, Web Applications, Artificial Intelligence, Code Review, Programming Principles, Style Guides

Skills you'll gain: Data Presentation, Rmarkdown, Data Storytelling, Data Cleansing, Data Visualization, Data Validation, Data Integrity, Interactive Data Visualization, Data Ethics, Ggplot2, R Programming, Dashboard, Data Quality, Stakeholder Communications, Data Literacy, Data Analysis, SQL, Interviewing Skills, Analytical Skills, Applicant Tracking Systems

Skills you'll gain: Web Scraping, Data Manipulation, R Programming, Data Import/Export, Data Analysis, Data Science, Data Structures, Statistical Programming, Restful API, Exploratory Data Analysis, Data Cleansing, Programming Principles, Development Environment, Jupyter, Integrated Development Environments

Skills you'll gain: Object Oriented Programming (OOP), Python Programming, Programming Principles, Computer Programming, Software Design Patterns, Debugging, Functional Design, Data Structures, Algorithms

Skills you'll gain: Data Manipulation, Data Analysis, Data Structures, Data Import/Export, Python Programming, Data Storage, Data Management, Data Access

Skills you'll gain: Programming Principles, Computer Science, Computational Logic, Computer Programming, Python Programming, Data Structures, Data Science

Skills you'll gain: Programming Principles, Computer Programming, Software Installation, Python Programming, Computational Thinking, Algorithms, Debugging, Development Environment

Skills you'll gain: Data Structures, Algorithms, Python Programming, Matplotlib, NumPy, Programming Principles, Pandas (Python Package), Computer Programming, Computational Thinking, Scripting, File Management, Data Manipulation, Data Dictionary, Data Analysis, Graphing