Skills you'll gain: Data Ethics, Artificial Intelligence, Ethical Standards And Conduct, Information Privacy, Personally Identifiable Information, Data Governance, Data Security, Governance, Data Integrity, Data-Driven Decision-Making, Accountability, Diversity Awareness, Machine Learning, Data Analysis, Algorithms

Skills you'll gain: Pandas (Python Package), Data Wrangling, NumPy, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Transformation, Exploratory Data Analysis, Programming Principles, Python Programming, Scripting Languages, Scripting

Skills you'll gain: Linear Algebra, Statistical Machine Learning, Statistical Modeling, Probability, Probability & Statistics, Data Validation, Statistical Methods, Bayesian Statistics, Probability Distribution, Mathematical Modeling, General Mathematics, Machine Learning, Applied Mathematics, Algorithms, Statistical Inference, Advanced Mathematics, Verification And Validation, Dimensionality Reduction

Skills you'll gain: Machine Learning Algorithms, Statistical Analysis, Data Analysis, Exploratory Data Analysis, Statistical Methods, Probability & Statistics, Data Cleansing, Analytics, Machine Learning, Data Science, Regression Analysis, Data Quality, Predictive Modeling, Python Programming, Feature Engineering, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Performance Metric

Skills you'll gain: Data Quality, Data Validation, Quality Assurance, Data Collection, Data Processing, Data Strategy, Survey Creation, Data Analysis, Data Access, Sampling (Statistics)

Skills you'll gain: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics

Skills you'll gain: Matplotlib, Probability & Statistics, Plotly, Statistical Analysis, Statistical Methods, Data Visualization Software, Statistical Hypothesis Testing, Data Manipulation, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Exploratory Data Analysis, Probability, Python Programming

Skills you'll gain: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Seaborn, Tableau Software, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Interactive Data Visualization, Database Management, Verbal Communication Skills, Statistical Visualization, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning

Skills you'll gain: R Programming, Statistical Analysis, Combinatorics, Data Analysis, Probability, Statistics, Probability Distribution, Applied Machine Learning, Probability & Statistics, Applied Mathematics, Data Science, Computational Thinking, Artificial Intelligence and Machine Learning (AI/ML), Simulations

Skills you'll gain: Exploratory Data Analysis, Time Series Analysis and Forecasting, Pandas (Python Package), Data Analysis, Data Wrangling, Probability & Statistics, Unsupervised Learning, Text Mining, Data Manipulation, Statistical Analysis, Data Structures, Data Cleansing, Data Visualization Software, Python Programming

Skills you'll gain: Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Machine Learning Algorithms, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Regression Analysis, Data-Driven Decision-Making, Classification And Regression Tree (CART), Exploratory Data Analysis, Statistical Methods, Feature Engineering

Skills you'll gain: User Research, UI/UX Research, Human Centered Design, User Centered Design, Ideation, User Experience Design, Design Thinking, Prototyping, Usability, Brainstorming, Persona (User Experience), Innovation, Usability Testing, Data Synthesis, Customer Insights, Decision Making, Interviewing Skills