Skills you'll gain: Machine Learning, Data Analysis, Machine Learning Algorithms, Probability & Statistics, Regression, Computer Programming, Exploratory Data Analysis, Python Programming, Statistical Programming, Programming Principles, Algorithms, General Statistics, Other Web Frameworks, Statistical Machine Learning, Data Visualization

Skills you'll gain: Pandas (Python Package), Data Import/Export, Matplotlib, Pivot Tables And Charts, Jupyter, Data Visualization Software, Microsoft Excel, Data Analysis, Text Mining, Data Manipulation, Data Cleansing, NumPy, Programming Principles, Data Wrangling, Time Series Analysis and Forecasting, Data Transformation, Python Programming, Data Structures, Development Environment, Object Oriented Programming (OOP)

Skills you'll gain: Jupyter, Peer Review, Data Modeling, Data Science, Data Cleansing, Business Analysis, Data Manipulation, Data Transformation, Predictive Modeling, Data Storytelling, Application Deployment, User Feedback, Decision Tree Learning, Constructive Feedback, Stakeholder Engagement

Skills you'll gain: Data Analysis, Data Visualization, Python Programming

Skills you'll gain: Supervised Learning, Applied Machine Learning, Jupyter, Scikit Learn (Machine Learning Library), Machine Learning, NumPy, Predictive Modeling, Feature Engineering, Artificial Intelligence, Classification And Regression Tree (CART), Python Programming, Regression Analysis, Unsupervised Learning, Statistical Modeling, Data-Driven Decision-Making, Algorithms

Skills you'll gain: Bash (Scripting Language), Linux Commands, Linux, File Management, Unix Commands, Command-Line Interface, IT Automation, Scripting, Operating Systems, Development Testing, OS Process Management, Unit Testing, Automation, Python Programming, Test Driven Development (TDD), Debugging, Development Environment

Skills you'll gain: Data Governance, SQL, Data Quality, Query Languages, Data Manipulation, Data Modeling, Relational Databases, Data Science, Data Analysis, Database Management Systems, Descriptive Statistics

Skills you'll gain: Public Key Cryptography Standards (PKCS), Cryptography, Data Structures, Algorithms, Encryption, Theoretical Computer Science, Computer Science, Computational Thinking, Computer Programming, Linear Algebra, Emerging Technologies, Python Programming

Skills you'll gain: MySQL, Database Design, Version Control, Database Management Systems, MySQL Workbench, Extract, Transform, Load, Stored Procedure, Data Modeling, Data Structures, SQL, Database Theory, Unix Commands, Relational Databases, Databases, Git (Version Control System), Object Oriented Programming (OOP), Database Management, Database Development, Unit Testing, Algorithms

Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Data Manipulation, Scatter Plots, Data Science, Histogram, Package and Software Management, Data Import/Export, Python Programming

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

Skills you'll gain: Object Oriented Programming (OOP), Computer Programming, Python Programming, Algorithms, Data Structures, Computer Science, Computational Thinking, Maintainability, Data Storage, Performance Testing