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Explore the Math for Data Science Course Catalog
Imperial College London
Skills you'll gain: Dimensionality Reduction, NumPy, Probability & Statistics, Feature Engineering, Jupyter, Data Science, Statistics, Linear Algebra, Python Programming, Advanced Mathematics, Machine Learning, Calculus
Skills you'll gain: Jest (JavaScript Testing Framework), Javascript, Unit Testing, Web Applications, Programming Principles, Object Oriented Programming (OOP), Event-Driven Programming, Node.JS, JSON, Computer Programming, Data Structures, Debugging, Package and Software Management, Program Development, Functional Design
DeepLearning.AI
Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Keras (Neural Network Library), Natural Language Processing, Time Series Analysis and Forecasting, Deep Learning, Artificial Neural Networks, Generative AI, Applied Machine Learning, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Text Mining, Forecasting, Data Processing, Supervised Learning
University of California, Irvine
Skills you'll gain: Time Management, Business Writing, Goal Setting, Negotiation, Cash Management, Business Planning, Planning, Project Controls, Feasibility Studies, Delegation Skills, Peer Review, Team Leadership, Business Correspondence, Creative Problem-Solving, Problem Solving, Professional Networking, Financial Analysis, Communication Strategies, Communication, Emotional Intelligence
- Status: Free
University of Alberta
Skills you'll gain: Art History, Social Studies, Storytelling, Cultural Diversity, Culture, Social Justice, Intercultural Competence, Socioeconomics, World History, Political Sciences, Social Sciences, Community Development, Land Management, Governance
University of Pennsylvania
Skills you'll gain: Risk Modeling, Financial Statements, Probability Distribution, Mathematical Modeling, Statistical Modeling, Portfolio Management, Regression Analysis, Business Modeling, Financial Modeling, Strategic Decision-Making, Risk Management, Presentations, Decision Making, Data Visualization, Microsoft PowerPoint, Predictive Modeling, Investment Management, Data-Driven Decision-Making, Spreadsheet Software, Google Sheets
Skills you'll gain: Databricks, Unsupervised Learning, PySpark, Microsoft Azure, Apache Spark, Scikit Learn (Machine Learning Library), MLOps (Machine Learning Operations), PyTorch (Machine Learning Library), Exploratory Data Analysis, Deep Learning, Data Visualization, Applied Machine Learning, Regression Analysis, Data Science, Predictive Modeling, Data Analysis, Image Analysis, Pandas (Python Package), Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing
Skills you'll gain: Data Governance, Data Management, Information Management, Metadata Management, Data Strategy, Governance, Data Integrity, Regulatory Requirements, Compliance Management, Data Quality, Data Security, Cloud Solutions, Cloud Security
- Status: AI skills
Microsoft
Skills you'll gain: Microsoft Power Platform, Excel Formulas, Process Flow Diagrams, Business Process Modeling, User Story, Business Requirements, Stakeholder Management, Data Modeling, Microsoft Excel, Microsoft Visio, Software Development Life Cycle, Requirements Analysis, Requirements Elicitation, Quality Management, Pivot Tables And Charts, Power BI, Microsoft Power Automate/Flow, Scrum (Software Development), Business Analysis, Project Management
University of California, Davis
Skills you'll gain: Peer Review, Language Learning, Spanish Language, Grammar, Oral Expression, Oral Comprehension, Vocabulary, Culture, Writing, Writing and Editing, Research, Literacy
University of Virginia
Skills you'll gain: Design Thinking, Digital Transformation, Creative Problem-Solving, New Product Development, Ideation, Business Transformation, Product Management, Innovation, Creativity, Product Lifecycle Management, Strategic Thinking, Product Improvement, Human Centered Design, Technology Strategies, Information Technology, Customer Insights, Corporate Strategy, Business Strategy, Process Design, Large Language Modeling
University of Amsterdam
Skills you'll gain: Qualitative Research, Scientific Methods, Descriptive Statistics, Statistical Analysis, Statistical Hypothesis Testing, Research, Sampling (Statistics), Probability Distribution, Correlation Analysis, Research Design, Research Reports, Science and Research, Interviewing Skills, Data Analysis, Probability, Data Collection, Statistical Inference, Social Sciences, Statistical Methods, Probability & Statistics
In summary, here are 10 of our most popular math for data science courses
- Mathematics for Machine Learning: PCA: Imperial College London
- Programming with JavaScript: Meta
- DeepLearning.AI TensorFlow Developer: DeepLearning.AI
- Career Success: University of California, Irvine
- Indigenous Canada: University of Alberta
- Business and Financial Modeling: University of Pennsylvania
- Microsoft Azure Data Scientist Associate (DP-100) Exam Prep: Microsoft
- Fundamentals of Data Governance: Edureka
- Microsoft Business Analyst: Microsoft
- Learn Spanish: Basic Spanish Vocabulary: University of California, Davis