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  • Math For Machine Learning

Math For Machine Learning Courses

Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.


Popular Math For Machine Learning Courses and Certifications


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    Technical University of Munich (TUM)

    Street Experiments for Sustainable and Resilient cities

    Skills you'll gain: Social Impact, Experimentation, Program Evaluation, Community Development, Sustainable Development, Systems Thinking, Research, Human Centered Design, Culture, Cultural Diversity, Creative Problem-Solving, Case Studies, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    44 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Python for Data Analysis and Automation

    Skills you'll gain: Debugging, Automation, Python Programming, Data Structures, Programming Principles, Data Import/Export, Scripting, Data Manipulation, File Management, Data Validation, Software Installation

    4.5
    Rating, 4.5 out of 5 stars
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    8 reviews

    Beginner · Course · 3 - 6 Months

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    Johns Hopkins University

    Household Surveys for Program Evaluation in LMICs

    Skills you'll gain: Surveys, Survey Creation, Sampling (Statistics), Program Evaluation, Data Management, Data Collection, Data Analysis, Data Cleansing, Quantitative Research, Data Quality, Research Design, Sample Size Determination, Data Ethics

    Intermediate · Course · 1 - 3 Months

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    National Academy of Sports Medicine

    Fitness Coaching Strategies for Weight Loss

    Skills you'll gain: Health And Wellness Coaching, Coaching, Exercise Science, Health Assessment, Creative Problem-Solving, Nutrition and Diet, Cognitive flexibility, Goal Setting, Overcoming Obstacles

    4.3
    Rating, 4.3 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Patient Scheduling & Appointment Management

    Skills you'll gain: ChatGPT, Technology Roadmaps, Patient Flow, Generative AI, AI Workflows, Healthcare Project Management, Prompt Engineering, Business Process Automation, Software As A Service, Patient Communication, Health Informatics

    Intermediate · Course · 1 - 4 Weeks

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    Dartmouth College

    Lessons on Wisdom: Personal Leadership for Your Life

    Skills you'll gain: Creativity, Communication, Innovation, Personal Development, Curiosity, Productivity, Time Management, Self-Awareness, Leadership Development, Leadership, Growth Mindedness, Resilience, People Development, Leadership and Management, Adaptability, Change Management, Growth Strategies

    4.8
    Rating, 4.8 out of 5 stars
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    121 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Conversation Design for Chatbots & Voice Assistants

    Skills you'll gain: User Interface (UI), Prompt Engineering, Interaction Design, User Experience Design, Responsible AI, User Interface and User Experience (UI/UX) Design, Human Computer Interaction, User Flows, Usability Testing, Context Management, AI Personalization, Multimodal Prompts, User Research, Prototyping, Technical Communication, Data Ethics, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

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    Coursera

    GenAI for Social Media and Influencer Marketing

    Skills you'll gain: Social Media Campaigns, AI Personalization, Social Media Marketing, Generative AI, Trend Analysis, Social Media, Canva (Software), Instagram, Social Media Strategy, Market Trend, Content Creation, ChatGPT, Prompt Engineering, Automation, Creativity, Analytics

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Legal Ethics and Practicality

    Skills you'll gain: Legal Technology, Legal Strategy, Regulation and Legal Compliance, Responsible AI, Ethical Standards And Conduct, AI Enablement, Artificial Intelligence, Innovation, Risk Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Leveraging Llama2 for Advanced AI Solutions

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Hugging Face, Technical Management, Prompt Engineering, AI Enablement, Model Evaluation, Solution Architecture, Analysis, Model Deployment, System Design and Implementation, Design

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Git and GitHub for DevOps Engineers

    Skills you'll gain: GitHub, Git (Version Control System), Version Control, DevOps, Amazon Web Services, Collaborative Software, Continuous Integration, Linux, Code Review, Command-Line Interface

    Beginner · Course · 1 - 3 Months

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    Packt

    Semantic Kernel SDK for Intelligent Applications

    Skills you'll gain: LLM Application, Prompt Patterns, OpenAI API, Large Language Modeling, AI Enablement, Generative AI Agents, Retrieval-Augmented Generation, OpenAI, Microsoft Azure, AI Orchestration, AI Personalization, Microsoft Development Tools, Development Environment, Microsoft Visual Studio, Artificial Intelligence, Software Development Tools

    Intermediate · Course · 1 - 3 Months

Searches related to math for machine learning

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In summary, here are 10 of our most popular math for machine learning courses

  • Street Experiments for Sustainable and Resilient cities: Technical University of Munich (TUM)
  • Python for Data Analysis and Automation: Packt
  • Household Surveys for Program Evaluation in LMICs: Johns Hopkins University
  • Fitness Coaching Strategies for Weight Loss: National Academy of Sports Medicine
  • GenAI for Patient Scheduling & Appointment Management : Coursera
  • Lessons on Wisdom: Personal Leadership for Your Life: Dartmouth College
  • Conversation Design for Chatbots & Voice Assistants: Packt
  • GenAI for Social Media and Influencer Marketing: Coursera
  • GenAI for Legal Ethics and Practicality: Coursera
  • Leveraging Llama2 for Advanced AI Solutions: Coursera

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