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  • Math For Machine Learning

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


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    B

    Berklee

    Piano Scales for Modern Music

    Skills you'll gain: Music Theory, Musical Composition, Music, Instrumental Music, Music Performance

    Intermediate · Course · 1 - 4 Weeks

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    Knowledge Accelerators

    Cybersecurity Awareness Essentials for Employees

    Skills you'll gain: AI Security, Identity and Access Management, Mobile Security, Authentications, Multi-Factor Authentication, Cloud Security, Artificial Intelligence

    4.9
    Rating, 4.9 out of 5 stars
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    39 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    LearnKartS

    Mastering Self Management Skills for Career Growth

    Skills you'll gain: Time Management, Conflict Management, Stress Management, Prioritization, Critical Thinking, Problem Solving, Self-Awareness, Emotional Intelligence, Communication, Complex Problem Solving, Creative Problem-Solving, Personal Development, Business Ethics, Empathy, Strategic Thinking, Goal Setting, Compliance Management, Overcoming Obstacles, Mental Health, Dealing With Ambiguity

    4.7
    Rating, 4.7 out of 5 stars
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    234 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Snowflake

    Intro to Snowflake for Devs, Data Scientists, Data Engineers

    Skills you'll gain: Data Engineering, Data Manipulation, Data Warehousing, Cloud Development, SQL, Data Pipelines, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Stored Procedure, Data Storage, Database Management, Generative AI, Data Science, Data Import/Export, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    197 reviews

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Introduction to Transformer Models for NLP

    Skills you'll gain: Vision Transformer (ViT), Prompt Engineering, PyTorch (Machine Learning Library), Model Deployment, Transfer Learning, Hugging Face, Natural Language Processing, MLOps (Machine Learning Operations), Cloud Deployment, Large Language Modeling, Computer Vision, Generative AI, Image Analysis, Application Deployment, Generative Model Architectures, Embeddings, Data Preprocessing, Model Evaluation

    Intermediate · Specialization · 1 - 4 Weeks

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    Alex Genadinik

    English Skills And Communication For Managers And Leaders

    Skills you'll gain: Active Listening, Non-Verbal Communication, Leadership, Meeting Facilitation, Cultural Sensitivity, Empathy, Team Motivation, Leadership and Management, Presentations, Business Communication, English Language, Team Leadership, Verbal Communication Skills, Drive Engagement, Communication, Workplace inclusivity, Interpersonal Communications, Public Speaking, Emotional Intelligence

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Investments II: Lessons and Applications for Investors

    Skills you'll gain: Investments, Portfolio Management, Finance, Return On Investment, Behavioral Economics, Equities, Financial Market, Asset Management, Portfolio Risk, Performance Analysis, Income Tax, Decision Making, Benchmarking

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    883 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Michigan

    AI Basics and Tools for Creativity

    Skills you'll gain: Generative AI, Artificial Intelligence, Image Analysis, Creativity, Prompt Engineering, Creative Design, Responsible AI, Music, Problem Solving, Critical Thinking

    4.5
    Rating, 4.5 out of 5 stars
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    61 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Flask for Beginners: Templates

    Skills you'll gain: Flask (Web Framework), Model View Controller, Back-End Web Development, Web Applications, Hypertext Markup Language (HTML), Python Programming

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    IBM

    Data Analysis with Python

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Model Evaluation, Data Analysis, Predictive Modeling, Data Pipelines, Data Import/Export, Regression Analysis, Data Science, Pandas (Python Package), Data Manipulation, Predictive Analytics, Data Cleansing, Statistical Analysis, Scikit Learn (Machine Learning Library), Data Preprocessing, Matplotlib, Data Visualization, Scatter Plots, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    20K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Master Scrum Fundamentals for PSM-I Certification Success

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Agile Project Management, Sprint Retrospectives, Sprint Planning, Case Studies, Performance Improvement, Performance Analysis, Product Development, Continuous Improvement Process

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Coursera

    Creating Engaging Content for TikTok

    Skills you'll gain: TikTok, Social Media Content, Content Performance Analysis, Content Creation, Video Editing, Social Media Marketing, Social Media Strategy, Storytelling, Drive Engagement, Content Strategy, Social Media Campaigns, Brand Awareness, Customer Engagement

    Beginner · Course · 1 - 4 Weeks

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

  • Piano Scales for Modern Music: Berklee
  • Cybersecurity Awareness Essentials for Employees: Knowledge Accelerators
  • Mastering Self Management Skills for Career Growth: LearnKartS
  • Intro to Snowflake for Devs, Data Scientists, Data Engineers: Snowflake
  • Introduction to Transformer Models for NLP: Pearson
  • English Skills And Communication For Managers And Leaders: Alex Genadinik
  • Investments II: Lessons and Applications for Investors: University of Illinois Urbana-Champaign
  • AI Basics and Tools for Creativity: University of Michigan
  • Flask for Beginners: Templates: Coursera
  • Data Analysis with Python: IBM

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