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    • Mathematics For Machine Learning

    Mathematics for Machine Learning Courses Online

    Master mathematics for machine learning. Learn about linear algebra, calculus, and probability theory as foundations for building machine learning models.

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    Explore the Mathematics for Machine Learning Course Catalog

    • C

      Coursera Project Network

      Sentiment Analysis with Deep Learning using BERT

      Skills you'll gain: Text Mining, Data Cleansing, PyTorch (Machine Learning Library), Data Manipulation, Data Processing, Performance Tuning, Deep Learning, Natural Language Processing, Machine Learning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      397 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      G

      Google

      Assess for Success: Marketing Analytics and Measurement

      Skills you'll gain: Media Planning, Spreadsheet Software, A/B Testing, Return On Investment, Marketing Analytics, Key Performance Indicators (KPIs), Google Analytics, Pivot Tables And Charts, Performance Measurement, Digital Marketing, Data Presentation, Data Visualization, Google Ads, Marketing Budgets, Marketing, Web Analytics and SEO, Data Analysis, Stakeholder Communications

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.2K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Work Smarter, Not Harder: Time Management for Personal & Professional Productivity

      Skills you'll gain: Scheduling, Crisis Management, Planning, Professionalism

      4.6
      Rating, 4.6 out of 5 stars
      ·
      17K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Convolutional Neural Networks

      Skills you'll gain: Computer Vision, Image Analysis, Deep Learning, Artificial Neural Networks, Keras (Neural Network Library), Tensorflow, Applied Machine Learning, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Feature Engineering, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      43K reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Organic Marketing: Facebook Groups For Small Businesses

      Skills you'll gain: Persona Development, Prospecting and Qualification, Target Audience, Facebook, Social Media Marketing, Social Media, Business Marketing, Drive Engagement, Marketing, Marketing Planning, Content Creation

      4.6
      Rating, 4.6 out of 5 stars
      ·
      750 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Creating Interactive Learning Videos with Edpuzzle

      Skills you'll gain: Education Software and Technology

      4.7
      Rating, 4.7 out of 5 stars
      ·
      178 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      P

      Packt

      Keras Deep Learning & Generative Adversarial Networks (GAN)

      Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Generative AI, Keras (Neural Network Library), NumPy, Data Processing, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Generative Model Architectures, Development Environment, Pandas (Python Package), Image Analysis, Deep Learning, Classification And Regression Tree (CART), Artificial Neural Networks, Artificial Intelligence, Machine Learning, Data Science

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      U

      University of Pennsylvania

      AI in Education: Leveraging ChatGPT for Teaching

      Skills you'll gain: Prompt Engineering, Data Ethics, ChatGPT, Responsible AI, AI Personalization, Generative AI Agents, Generative AI, Education Software and Technology, Artificial Intelligence, Teaching

      4.8
      Rating, 4.8 out of 5 stars
      ·
      235 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Learning Experience Design: Development and Evaluation

      Skills you'll gain: Web Content Accessibility Guidelines, Educational Materials, Multimedia, Instructional Design, Learning Management Systems, Education Software and Technology, Professional Development, Content Creation, Design Strategies, Quality Assurance, Constructive Feedback, Communication Strategies, Communication

      4.8
      Rating, 4.8 out of 5 stars
      ·
      28 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Use Wakelet to Curate Learning Collections

      Skills you'll gain: Learning Management Systems, Information Architecture, Education Software and Technology, Content Management

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      T

      The University of Sydney

      Introduction to Calculus

      Skills you'll gain: Calculus, Integral Calculus, Algebra, Advanced Mathematics, Geometry, Engineering Calculations, Trigonometry, Arithmetic, Derivatives, Mathematical Modeling, Graphing, Estimation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.9K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Packt

      Deep Learning - Artificial Neural Networks with TensorFlow

      Skills you'll gain: Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Classification And Regression Tree (CART), Supervised Learning, Machine Learning, NumPy, Regression Analysis

      Intermediate · Course · 1 - 3 Months

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

    • Sentiment Analysis with Deep Learning using BERT: Coursera Project Network
    • Assess for Success: Marketing Analytics and Measurement: Google
    • Work Smarter, Not Harder: Time Management for Personal & Professional Productivity: University of California, Irvine
    • Convolutional Neural Networks: DeepLearning.AI
    • Organic Marketing: Facebook Groups For Small Businesses: Coursera Project Network
    • Creating Interactive Learning Videos with Edpuzzle: Coursera Project Network
    • Keras Deep Learning & Generative Adversarial Networks (GAN): Packt
    • AI in Education: Leveraging ChatGPT for Teaching: University of Pennsylvania
    • Learning Experience Design: Development and Evaluation: University of Michigan
    • Use Wakelet to Curate Learning Collections: Coursera Project Network

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