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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.


Popular Applied Machine Learning Courses and Certifications


  • L

    LearnKartS

    Campus to Corporate Training Program

    Skills you'll gain: Prioritization, Security Awareness, Teamwork, Active Listening, Stress Management, Verbal Communication Skills, Communication, Problem Solving, Emotional Intelligence, Collaboration, Growth Mindedness, Productivity, Courage, Personal Integrity, Workplace Bullying Intervention, Information Privacy, Accountability, Professionalism, Diversity Awareness, Diversity and Inclusion

    4.7
    Rating, 4.7 out of 5 stars
    ·
    501 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Github CoPilot for Beginners: Write Software With AI

    Skills you'll gain: Responsive Web Design, HTML and CSS, Web Design and Development, UI Components, Prompt Engineering, Web Development Tools, Web Development, Generative AI, Javascript, Software Engineering, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    74 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • H

    High Tech High Graduate School of Education

    How to Make a Comic Book (Project-Centered Course)

    Skills you'll gain: Storyboarding, Storytelling, Graphic and Visual Design, Layout Design, Typography, Creativity, Peer Review

    4.6
    Rating, 4.6 out of 5 stars
    ·
    282 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Statistical Thermodynamics

    Skills you'll gain: Chemical Engineering, Chemistry, Thermal Management, Mechanical Engineering, Engineering Calculations, Process Engineering, Numerical Analysis, Engineering Analysis, Statistical Methods, Differential Equations, Physics, Engineering, Simulation and Simulation Software, Probability Distribution, Materials science, Mathematical Modeling, Applied Mathematics, Open Source Technology, Simulations, Physical Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.1K reviews

    Advanced · Specialization · 3 - 6 Months

  • C

    CertNexus

    Promote the Ethical Use of Data-Driven Technologies

    Skills you'll gain: Data Ethics, Responsible AI, Emerging Technologies, Business Ethics, Ethical Standards And Conduct, Big Data, Information Privacy, Personally Identifiable Information, Artificial Intelligence, Diversity and Inclusion, Decision Making, Data Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    291 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Cape Town

    Disability Inclusion in Education: Building Systems of Support

    Skills you'll gain: Disabilities, Visual Impairment Education, Developmental Disabilities, Special Education, Instructional Strategies, Student Support and Services, Educational Materials, Teaching, Social Justice, Pedagogy, Differentiated Instruction, Instructional Design, Diversity Equity and Inclusion Initiatives, Diversity Awareness, Curriculum Development, Working With Children

    4.9
    Rating, 4.9 out of 5 stars
    ·
    858 reviews

    Beginner · Course · 1 - 3 Months

  • M

    MathWorks

    Computer Vision for Engineering and Science

    Skills you'll gain: Computer Vision, Image Analysis, Model Evaluation, Deep Learning, Matlab, Machine Learning Methods, Convolutional Neural Networks, Data Preprocessing, Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Transfer Learning, Geospatial Information and Technology, Traffic Flow Optimization, Medical Imaging, Data Validation, Estimation, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    95 reviews

    Intermediate · Specialization · 1 - 3 Months

  • T

    The University of Sydney

    Problem-Solving Skills for University Success

    Skills you'll gain: Creative Problem-Solving, Problem Solving, Creative Thinking, Brainstorming, Analytical Skills, Critical Thinking, Complex Problem Solving, Case Studies, Research, Communication

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.7K reviews

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Python Project for Data Engineering

    Skills you'll gain: Extract, Transform, Load, Web Scraping, Database Management, Databases, Unit Testing, SQL Server Integration Services (SSIS), Data Transformation, Package and Software Management, Application Programming Interface (API), Data Pipelines, Python Programming, Programming Principles

    4.6
    Rating, 4.6 out of 5 stars
    ·
    844 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    Optimizing a Website for Google Search

    Skills you'll gain: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Search Engine Marketing, Content Strategy, Competitive Analysis, Forecasting, Content Performance Analysis, Expectation Management, Relationship Management, Content Marketing, Content Creation, Marketing, A/B Testing, Key Performance Indicators (KPIs), Goal Setting, Internal Auditing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.7K reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    Epic Games

    Epic Games Game Design

    Skills you'll gain: Unreal Engine, Game Design, Video Game Development, Animation and Game Design, Ideation, 3D Modeling, Visualization (Computer Graphics), Software Design Documents, 3D Assets, Computer Graphics, Usability, User Interface (UI), User Experience, User Interface (UI) Design, Interactive Design, Virtual Environment, Version Control, Conceptual Design, Web Content Accessibility Guidelines, Prototyping

    4.3
    Rating, 4.3 out of 5 stars
    ·
    611 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • D

    DeepLearning.AI

    PyTorch: Advanced Architectures and Deployment

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Generative AI, Deep Learning, Transfer Learning, MLOps (Machine Learning Operations), Convolutional Neural Networks, Software Visualization, Model Evaluation, Computer Vision

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Campus to Corporate Training Program: LearnKartS
  • Github CoPilot for Beginners: Write Software With AI: Coursera
  • How to Make a Comic Book (Project-Centered Course): High Tech High Graduate School of Education
  • Statistical Thermodynamics: University of Colorado Boulder
  • Promote the Ethical Use of Data-Driven Technologies: CertNexus
  • Disability Inclusion in Education: Building Systems of Support : University of Cape Town
  • Computer Vision for Engineering and Science: MathWorks
  • Problem-Solving Skills for University Success: The University of Sydney
  • Python Project for Data Engineering: IBM
  • Optimizing a Website for Google Search: University of California, Davis

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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