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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


  • J

    Johns Hopkins University

    Training AI with Humans

    Skills you'll gain: Machine Learning, Applied Machine Learning, Research, Model Evaluation, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Data Collection, Surveys, Human Factors, Classification Algorithms, Experimentation, Data Quality, Statistical Analysis

    Intermediate · Course · 1 - 3 Months

  • W

    Whizlabs

    NVIDIA: Large Language Models and Generative AI Deployment

    Skills you'll gain: Large Language Modeling, Generative AI, Model Deployment, Natural Language Processing, Prompt Engineering, Deep Learning, MLOps (Machine Learning Operations), Cloud Deployment, Model Evaluation, Continuous Monitoring, Data Cleansing, Machine Learning

    4
    Rating, 4 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Optical Efficiency and Resolution

    Skills you'll gain: Electrical Engineering, electromagnetics, Simulation and Simulation Software, Design Software, Image Analysis, Engineering Analysis, Numerical Analysis, System Design and Implementation, Applied Mathematics, Physics

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
    ·
    63 reviews

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Gen AI: Navigate the Landscape

    Skills you'll gain: Google Cloud Platform, Gemini, Generative AI, AI Security, AI Product Strategy, Responsible AI, AI Enablement, Data Governance, Cloud Infrastructure, Artificial Intelligence, Business Analysis, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    98 reviews

    Beginner · Course · 1 - 3 Months

  • T

    The State University of New York

    Home-Based Child Care

    Skills you'll gain: Injury Prevention, Child Development, Childhood Education and Development, Working With Children, Business Planning, Accident Prevention, Teaching, Family Support, Emotional Intelligence, Emergency Response, Parent Communication, Cultural Diversity, Diversity Awareness, Nutrition and Diet, Safety Training, Business, Small Business Accounting, Tax Management, Policy Development, Creativity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    169 reviews

    Beginner · Specialization · 3 - 6 Months

  • N

    National Taiwan University

    頑想學概率:機率一 (Probability (1))

    Skills you'll gain: Probability, Probability Distribution, Statistics, Data Literacy, Logical Reasoning, Critical Thinking, Learning Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    367 reviews

    Beginner · Course · 1 - 3 Months

  • W

    Whizlabs

    Exam Prep AZ-104: Microsoft Azure Administrator Associate

    Skills you'll gain: Azure Active Directory, Role-Based Access Control (RBAC), Virtual Networking, Microsoft Azure, Kubernetes, Containerization, Network Troubleshooting, Single Sign-On (SSO), Cloud Storage, Active Directory, Virtual Machines, Virtual Private Networks (VPN), Data Storage, Cloud Management, Application Deployment, Network Architecture, Identity and Access Management, Authorization (Computing), Cloud Services, System Monitoring

    4.2
    Rating, 4.2 out of 5 stars
    ·
    140 reviews

    Intermediate · Specialization · 1 - 3 Months

  • T

    Tecnológico de Monterrey

    Física: Dimensión y Movimiento

    Skills you'll gain: Graphing, Systems Of Measurement, Physics, Integral Calculus, Calculus, Mechanics, Arithmetic, Scientific Methods, Applied Mathematics, Algebra, Mathematical Modeling, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    210 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Washington

    Designing Autonomous AI

    Skills you'll gain: AI Orchestration, Organizational Skills, Process Design, Artificial Intelligence, Functional Design, Goal Setting, Verification And Validation, Reinforcement Learning, Knowledge Transfer, Software Architecture, Interviewing Skills, Software Design Patterns, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Foundations of ML & Python for Data Science

    Skills you'll gain: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution

    Beginner · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Fundamentals of Robotics & Industrial Automation

    Skills you'll gain: Robotics, Programmable Logic Controllers, Control Systems, Automation, Simulation and Simulation Software, Manufacturing Processes, Human Machine Interfaces, Industrial Engineering, Internet Of Things, Matlab, Process Control

    4.4
    Rating, 4.4 out of 5 stars
    ·
    121 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    PyTorch: Techniques and Ecosystem Tools

    Skills you'll gain: Transfer Learning, Embeddings, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Model Deployment

    5
    Rating, 5 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Training AI with Humans: Johns Hopkins University
  • NVIDIA: Large Language Models and Generative AI Deployment: Whizlabs
  • Optical Efficiency and Resolution: University of Colorado Boulder
  • Gen AI: Navigate the Landscape: Google Cloud
  • Home-Based Child Care: The State University of New York
  • 頑想學概率:機率一 (Probability (1)): National Taiwan University
  • Exam Prep AZ-104: Microsoft Azure Administrator Associate: Whizlabs
  • Física: Dimensión y Movimiento: Tecnológico de Monterrey
  • Designing Autonomous AI: University of Washington
  • Foundations of ML & Python for Data Science: Packt

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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