Math For Machine Learning Courses
Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.
Popular Math For Machine Learning Courses and Certifications
Skills you'll gain: Tensorflow, Transfer Learning, Fine-tuning, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Feature Engineering, Model Training, Machine Learning
Skills you'll gain: Model Evaluation, Deep Learning, Data Preprocessing, Data Wrangling, Data Processing, AI Personalization, Machine Learning Methods, Model Training, Applied Machine Learning, Predictive Modeling, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Neural Networks, Embeddings
The Hong Kong University of Science and Technology
Skills you'll gain: Server Side, Restful API, Ajax, Node.JS, Web Applications, Web Servers, Web Development, Back-End Web Development, Model View Controller, Javascript, PHP (Scripting Language), Application Programming Interface (API), Authentications, JSON, Hypertext Markup Language (HTML), Software Architecture, Real Time Data, Data Storage
DeepLearning.AI
Skills you'll gain: Model Evaluation, Fine-tuning, Disaster Recovery, Data Analysis, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Image Analysis, Machine Learning Algorithms, Model Training, Data Ethics, Responsible AI, Emergency Response, Climate Change Adaptation, AI Workflows, Artificial Intelligence, Applied Machine Learning, Computer Vision, Supervised Learning, Natural Language Processing
University of Michigan
Skills you'll gain: Responsible AI, Generative AI, ChatGPT, Education Software and Technology, AI Integrations, Design Strategies, Data Ethics, Content Creation, Professional Development
University of California, Irvine
Skills you'll gain: Learning Styles, Discussion Facilitation, Verbal Communication Skills, Public Speaking, Learning Strategies, Time Management, Communication, Writing, Honesty, Social Skills, Writing and Editing, Personal Integrity, Organizational Skills, Active Listening, Communication Strategies, Research, Interpersonal Communications, Research Reports, Editing, Style Guides
The Hong Kong University of Science and Technology
Skills you'll gain: Interviewing Skills, Oral Expression, English Language, Business Communication, Presentations, Verbal Communication Skills, Business Writing, Grammar, Persuasive Communication, Public Speaking, Target Audience, Vocabulary, Professionalism
Status: Hot New ReleaseSkills you'll gain: Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Spreadsheet Software, Business Reporting, Data Visualization, Interactive Data Visualization, Excel Macros, Data Presentation, Dashboard, Forecasting, Dashboard Creation, Data Analysis, Data Visualization Software, Predictive Modeling, Data Validation, Data Entry, Data Management, Data Security, Data Integrity
University of Colorado Boulder
Skills you'll gain: Microsoft Excel, Excel Formulas, Data Management, Data Visualization, Spreadsheet Software, Data Validation, Data Cleansing, Consolidation, Microsoft Office, Data Integrity, Problem Solving
Scrimba
Skills you'll gain: SQL, Relational Databases, Database Design, Database Management, Database Application, Query Languages, Databases, Data Manipulation, Database Management Systems
Skills you'll gain: C and C++, File I/O, Memory Management, Code Reusability, Computer Programming Tools, Development Environment
Skills you'll gain: Pandas (Python Package), Data Manipulation, Data Analysis, Python Programming
In summary, here are 10 of our most popular math for machine learning courses
- Classify Images of Cats and Dogs using Transfer Learning: Google Cloud
- Recommender Systems: An Applied Approach using Deep Learning: Packt
- Learning Server-side Programming through Game Development: The Hong Kong University of Science and Technology
- AI for Good: DeepLearning.AI
- Strategizing the Use of Generative AI in Learning Design : University of Michigan
- Essential English for University Success: University of California, Irvine
- English for Effective Business Speaking: The Hong Kong University of Science and Technology
- Microsoft Excel Mastery: From Basics to Pro Skills: EDUCBA
- Everyday Excel, Part 1: University of Colorado Boulder
- Intro to SQL: Scrimba
