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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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    Skillshare

    Blender 3D for Beginners: Learn to Model a Balloon Dog

    Skills you'll gain: 3D Modeling, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Creativity

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Design for Impact: A Guide to Product Experimentation

    Skills you'll gain: User Experience, User Experience Design, UI/UX Research, Usability Testing, User Research, UI/UX Strategy, A/B Testing, Design Research, Prioritization, Data Literacy, Usability, Product Improvement, Process Design, Business Priorities, Kanban Principles, Product Testing, Business Research, Creative Design, Statistical Hypothesis Testing, Business Strategy

    Intermediate · Course · 1 - 3 Months

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    Packt

    Kafka for Developers - Data Contracts Using Schema Registry

    Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, JSON, Java, Docker (Software), Software Versioning

    Intermediate · Course · 3 - 6 Months

  • G

    Google Cloud

    Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions

    Skills you'll gain: Model Evaluation, Google Cloud Platform, Model Deployment, Data Preprocessing, Applied Machine Learning, Feature Engineering, Analytics, Cloud Storage, Predictive Analytics, Machine Learning, Advanced Analytics, Data Management

    Intermediate · Project · Less Than 2 Hours

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    EDUCBA

    Unity: Design & Deform Meshes for 3D Geometry Control

    Skills you'll gain: 3D Assets, Data Validation, C# (Programming Language), Debugging

    Mixed · Course · 1 - 3 Months

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    New
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    EDUCBA

    Unreal Engine: Design Dynamic Particle Effects for Games

    Skills you'll gain: Unreal Engine, Animations, Animation and Game Design, 3D Assets, Video Game Development, Computer Graphics

    Mixed · Course · 1 - 4 Weeks

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    Alberta Machine Intelligence Institute

    Generative AI for Audio and Images: Models and Applications

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Vision Transformer (ViT), Image Analysis, Embeddings, Autoencoders, Convolutional Neural Networks, Responsible AI, Computer Vision, Music, Recurrent Neural Networks (RNNs)

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Seaborn Setup: Tools, Data Prep & EDA for Visualization

    Skills you'll gain: Data Processing, Data-Driven Decision-Making, NumPy

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Українська

    Skills you'll gain: Responsible AI, Data Ethics, Open Source Technology, Google Cloud Platform, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Validation

    Intermediate · Course · 1 - 3 Months

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    Coursera

    What are GPTs and How can they work for my business?

    Skills you'll gain: ChatGPT, AI Enablement, Market Research, Financial Forecasting, AI Personalization, Business Solutions, LLM Application, Generative AI, Strategic Decision-Making, Supply Chain Management, Innovation, Forecasting, Customer Support, Artificial Intelligence

    3.8
    Rating, 3.8 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Pearson

    The Pearson Complete Course for CISM Certification: Unit 3

    Skills you'll gain: Application Security, Information Management, Security Controls, Configuration Management, Security Engineering, Vulnerability Assessments, Security Requirements Analysis, Cloud Security, Software Development Life Cycle, Cloud Computing, System Implementation, Program Development, Change Control

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Create and schedule content for social media with Later

    Skills you'll gain: Social Media Content, Social Media, Social Media Marketing, Social Media Management, Content Creation, Instagram, Scheduling, Facebook, Content Management, Digital Marketing

    Beginner · Guided Project · Less Than 2 Hours

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

  • Blender 3D for Beginners: Learn to Model a Balloon Dog: Skillshare
  • Design for Impact: A Guide to Product Experimentation: Packt
  • Kafka for Developers - Data Contracts Using Schema Registry: Packt
  • Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions: Google Cloud
  • Unity: Design & Deform Meshes for 3D Geometry Control: EDUCBA
  • Unreal Engine: Design Dynamic Particle Effects for Games: EDUCBA
  • Generative AI for Audio and Images: Models and Applications: Alberta Machine Intelligence Institute
  • Seaborn Setup: Tools, Data Prep & EDA for Visualization: EDUCBA
  • Responsible AI for Developers: Fairness & Bias - Українська: Google Cloud
  • What are GPTs and How can they work for my business?: Coursera

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