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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


  • I

    IBM

    Databases and SQL for Data Science with Python

    Skills you'll gain: SQL, Database Management, Relational Databases, Stored Procedure, Databases, Query Languages, Database Theory, Data Access, Jupyter, Data Manipulation, Data Analysis, Transaction Processing, Python Programming

    4.7 stars, 23K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (23K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Introducción a la inteligencia artificial

    Skills you'll gain: Bayesian Network, Computational Logic, Program Development, Artificial Intelligence, Markov Model, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Computational Thinking, AI powered creativity, Creativity, Game Theory, Theoretical Computer Science, Generative AI Agents, Software Development, Generative AI, Python Programming, Applied Machine Learning, Social Sciences, Machine Learning, Model Optimization

    4.6 stars, 685 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (685) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    PyTorch: Fundamentals

    Skills you'll gain: Convolutional Neural Networks, Data Quality, Data Manipulation, Image Analysis, Data Pipelines, Dataflow, Applied Machine Learning, Data Preprocessing, Model Training, Model Optimization, AI Workflows, Model Evaluation, Machine Learning

    4.8 stars, 105 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (105) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Toronto

    Learn to Program: The Fundamentals

    Skills you'll gain: Functional Design, Programming Principles, Debugging, File I/O, Software Documentation, Python Programming, Computer Programming, Program Development, Technical Documentation, Integrated Development Environments, Data Structures

    4.7 stars, 6.7K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (6.7K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    Arizona State University

    Teach English Now! Foundational Principles

    Skills you'll gain: Digital pedagogy, Train The Trainer, English Language, Verbal Communication Skills, Critical Thinking

    4.9 stars, 16K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (16K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    TOGAF 10 Foundation

    Skills you'll gain: Enterprise Architecture, Stakeholder Management, Business Architecture, Stakeholder Engagement, Risk Management, Information Technology Architecture, Stakeholder Analysis, Enterprise Modeling, Stakeholder Communications, Data Architecture, Governance, Infrastructure Architecture, Gap Analysis, Business Transformation, Change Management, Information Systems

    4.5 stars, 445 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (445) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    Edureka

    Learn Generative AI with LLMs

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Google Gemini, ChatGPT, OpenAI, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Prompt Engineering, Applied Machine Learning, Machine Learning, Deep Learning, Machine Learning Algorithms, Computer Vision, Predictive Modeling, Supervised Learning, Text Mining

    3.8 stars, 74 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.8 (74) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Sports Performance Analytics

    Skills you'll gain: Logistic Regression, Forecasting, Statistical Methods, Exercise Science, Regression Analysis, Plot (Graphics), Data Cleansing, Scikit Learn (Machine Learning Library), Supervised Learning, Data Processing, Statistical Hypothesis Testing, Correlation Analysis, Predictive Analytics, Applied Machine Learning, Injury Prevention, Athletic Training, Analytics, People Analytics, Data Analysis, Python Programming

    4.5 stars, 284 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (284) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    AI for App Building

    Skills you'll gain: Google Gemini, Generative AI, Artificial Intelligence, Google Workspace, AI Personalization

    4.8 stars, 3.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (3.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Matrix Factorization and Advanced Techniques

    Skills you'll gain: Machine Learning Algorithms, Machine Learning Methods, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms

    4.4 stars, 190 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.4 (190) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google

    Discover the Art of Prompting

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Large Language Modeling, AI literacy, LLM Application, Content Creation

    4.8 stars, 2.6K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (2.6K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • H

    HRCI

    HRCI Human Resource Associate

    Skills you'll gain: Talent Acquisition, Training and Development, Compensation and Benefits, Training Programs, Recruitment, Employee Training, Full Cycle Recruitment, Job Analysis, Diversity Equity and Inclusion Initiatives, Compensation Management, Performance Appraisal, Job Evaluation, Developing Training Materials, Compensation Strategy, Performance Management, Occupational Safety and Health Administration (OSHA), Human Resource Policies, Compliance Management, Compliance Training, Employee Relations

    4.8 stars, 3.4K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (3.4K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job ready
    Job ready
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Databases and SQL for Data Science with Python: IBM
  • Introducción a la inteligencia artificial: Universidad Nacional Autónoma de México
  • PyTorch: Fundamentals: DeepLearning.AI
  • Learn to Program: The Fundamentals: University of Toronto
  • Teach English Now! Foundational Principles: Arizona State University
  • TOGAF 10 Foundation: EDUCBA
  • Learn Generative AI with LLMs: Edureka
  • Sports Performance Analytics: University of Michigan
  • AI for App Building: Google
  • Matrix Factorization and Advanced Techniques: University of Minnesota

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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