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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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    LearnQuest

    Capstone Project: Advanced AI for Drug Discovery

    Skills you'll gain: Model Evaluation, Feature Engineering, Bioinformatics, Dimensionality Reduction, Predictive Modeling, Deep Learning, Artificial Neural Networks, Pandas (Python Package), Drug Development, Unsupervised Learning, Scikit Learn (Machine Learning Library), Data Manipulation, Molecular Biology, Regression Analysis, Machine Learning Algorithms, Machine Learning

    2.1
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Implementing Open Policy Agent for Policy-Driven Control

    Skills you'll gain: DevSecOps, Kubernetes, Cloud Security, Cloud-Native Computing, Cyber Security Policies, Security Controls, Continuous Monitoring, Authorization (Computing), Policy Development, CI/CD, Policy Analysis, Open Source Technology, Cross Platform Development, Configuration Management, JSON

    Intermediate · Course · 1 - 4 Weeks

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    Icahn School of Medicine at Mount Sinai

    Transgender Medicine for General Medical Providers

    Skills you'll gain: Mental and Behavioral Health, Primary Care, Patient Education And Counseling, Surgery, Patient-centered Care, Treatment Planning, Pharmacotherapy, Endocrinology, Health Equity, Health Care, Patient Communication

    4.8
    Rating, 4.8 out of 5 stars
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    270 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Fine Tune BERT for Text Classification with TensorFlow

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines

    4.6
    Rating, 4.6 out of 5 stars
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    211 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Google Cloud

    Gemini for Security Engineers

    Skills you'll gain: Google Gemini, AI Security, Cloud Deployment, Google Cloud Platform, Cloud Security, Generative AI, Vulnerability Assessments, Security Controls, Security Engineering

    Beginner · Course · 1 - 4 Weeks

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    The University of Edinburgh

    How to Create Video for Online Courses

    Skills you'll gain: Video Production, Videography, Post-Production, Video Editing, Course Development, Storyboarding, Media Production, Cinematography, Web Content Accessibility Guidelines, Developing Training Materials, Content Creation, Storytelling, Editing, Writing, Creativity

    4.7
    Rating, 4.7 out of 5 stars
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    236 reviews

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Google Analytics: Quick Wins and Hacks for Marketers

    Skills you'll gain: Google Analytics, Marketing Analytics, Web Analytics, Marketing Effectiveness, Campaign Management, Digital Marketing, Target Audience, Customer Insights, Analytics, Performance Analysis, A/B Testing, Dashboard, Performance Metric, Content Strategy

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Agile Leadership for Distributed Teams

    Skills you'll gain: Collaborative Software, Team Leadership, Virtual Teams, Cross-Functional Team Leadership, Agile Methodology, Organizational Leadership, Innovation, Team Management, Team Building, Communication, Employee Engagement, Change Management

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Creating Engaging Content for Facebook

    Skills you'll gain: Content Performance Analysis, Social Media Campaigns, Drive Engagement, Video Production, Photo/Video Production and Technology, Workflow Management

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Finance for Non-Finance

    Skills you'll gain: Financial Statements, Working Capital, Financial Forecasting, Cost Management, Variance Analysis, Budgeting, Income Statement, Financial Acumen, Cash Flows, Capital Expenditure, Balance Sheet, Financial Analysis, Operating Expense

    Beginner · Course · 1 - 4 Weeks

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    Adobe

    Generative AI for Graphic Designers

    Skills you'll gain: Prompt Engineering, Adobe Illustrator, Generative AI, AI Workflows, Creativity, Adobe Creative Cloud, Graphic Design, Computer Graphics, Creative Design, Creative Thinking, Color Theory, Digital Design, Visual Design, Content Creation, Branding

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Generative AI for Keyword Research

    Skills you'll gain: Keyword Research, Generative AI, Google Gemini, Search Engine Optimization, Web Analytics and SEO, Search Engine Marketing, Prompt Engineering, ChatGPT, Microsoft Copilot, Competitive Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    38 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Capstone Project: Advanced AI for Drug Discovery: LearnQuest
  • Implementing Open Policy Agent for Policy-Driven Control: Coursera
  • Transgender Medicine for General Medical Providers: Icahn School of Medicine at Mount Sinai
  • Fine Tune BERT for Text Classification with TensorFlow: Coursera
  • Gemini for Security Engineers: Google Cloud
  • How to Create Video for Online Courses: The University of Edinburgh
  • Google Analytics: Quick Wins and Hacks for Marketers: Board Infinity
  • Agile Leadership for Distributed Teams: Coursera
  • Creating Engaging Content for Facebook: Coursera
  • Finance for Non-Finance: Packt

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