Skills you'll gain: Supervised Learning, Feature Engineering, Jupyter, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Python Programming, Applied Machine Learning, Statistical Machine Learning, Predictive Modeling, Machine Learning, Dimensionality Reduction, Classification And Regression Tree (CART), Matplotlib, Regression Analysis, Random Forest Algorithm, Statistical Modeling, Data Manipulation

Skills you'll gain: Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Machine Learning, Machine Learning Algorithms, Supervised Learning, Artificial Intelligence, Reinforcement Learning, Artificial Neural Networks, Deep Learning, Anomaly Detection, Dimensionality Reduction, Algorithms, Regression Analysis

Skills you'll gain: Development Environment, Data Structures, File Management, Data Storage, Scripting, Python Programming, Computer Programming

Skills you'll gain: New Product Development, Product Management, Product Lifecycle Management, Agile Software Development, Product Development, Innovation, Product Roadmaps, Agile Methodology, Kanban Principles, Product Planning, Product Strategy, Product Testing, Project Management Life Cycle, Agile Project Management, Product Marketing, User Story, Sprint Retrospectives, Stakeholder Management, Competitive Analysis, Technical Product Management

Skills you'll gain: Operating Systems, File Systems, Linux Commands, Linux, SQL, Unix Shell, Query Languages, Database Management, Command-Line Interface, Relational Databases, Authorization (Computing), Authentications, User Accounts

Skills you'll gain: Shiny (R Package), Rmarkdown, Regression Analysis, Leaflet (Software), Exploratory Data Analysis, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Plotly, Machine Learning Algorithms, Interactive Data Visualization, Probability & Statistics, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Statistical Modeling, Probability, Correlation Analysis, Data Science, Data Analysis

Skills you'll gain: Peer Review, Research, Research Methodologies, Research Design, Student-Centred Learning, Timelines, Interpersonal Communications, Writing, Data Collection, Ethical Standards And Conduct

Skills you'll gain: Relational Databases, Database Design, SQL, Databases, Web Scraping, Data Modeling, Database Management, Data Visualization Software, Object Oriented Programming (OOP), Data Processing, Data Storage, Python Programming, Application Programming Interface (API)

Skills you'll gain: Time Series Analysis and Forecasting, Bayesian Statistics, R Programming, Forecasting, Statistical Inference, Statistical Modeling, Technical Communication, Data Analysis, Probability, Statistical Machine Learning, Statistical Methods, Statistical Analysis, Advanced Analytics, Microsoft Excel, Markov Model, Probability Distribution, Probability & Statistics, Unsupervised Learning, Regression Analysis, Predictive Modeling

Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Data Lakes, Amazon DynamoDB, Amazon Web Services, Serverless Computing, Cloud Computing, Amazon S3, Scalability, Cloud Infrastructure, Amazon Elastic Compute Cloud, Event-Driven Programming, Cloud Security, Solution Architecture, Data Visualization, Cloud Computing Architecture, Cloud Solutions, Data Architecture, Amazon Redshift, Software Architecture

Skills you'll gain: Storyboarding, Wireframing, Figma (Design Software), Information Architecture, User Experience Design, User Centered Design, Prototyping, User Interface and User Experience (UI/UX) Design, Mockups, User Flows, Mobile Development, Design Elements And Principles, Data Ethics

Skills you'll gain: Stakeholder Engagement, Agile Software Development, Project Management Life Cycle, Resource Management, Risk Management, Peer Review, Earned Value Management, Stakeholder Management, Agile Methodology, Project Risk Management, Team Motivation, Kanban Principles, Project Schedules, Project Management Institute (PMI) Methodology, Negotiation, Project Management, IT Management, Interviewing Skills, Professional Networking, Project Coordination