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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


  • Status: New
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    K

    Khalifa University

    AI for Executives: The Basics

    Skills you'll gain: Data Strategy, Model Deployment, Data Governance, Model Evaluation, Transfer Learning, Data Quality, Data-Driven Decision-Making, Business Leadership, Predictive Analytics, Machine Learning, Strategic Decision-Making, Artificial Intelligence, Large Language Modeling, Classification Algorithms, Regression Analysis, Decision Tree Learning

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Johns Hopkins University

    Evaluating Public Health Programs at Scale

    Skills you'll gain: Program Evaluation, Health Equity, Data Collection, Institutional Review Board (IRB), Public Health, Research Design, Health Assessment, Policy Analysis, Healthcare Ethics, Surveys, Maternal Health, Statistical Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Codio

    Python Object Basics: Functions, Recursion, and Objects

    Skills you'll gain: Object Oriented Programming (OOP), Programming Principles, Computer Programming, Scripting Languages, Python Programming, Scripting, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
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    66 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Koç University

    Çok değişkenli Fonksiyon II: Uygulamalar / Multivariable Calculus II: Applications

    Skills you'll gain: Integral Calculus, Calculus, Advanced Mathematics, Mechanics, Applied Mathematics, Mathematical Theory & Analysis, electromagnetics, Derivatives, Physics

    4.4
    Rating, 4.4 out of 5 stars
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    14 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    Building Autonomous AI Agents with LangGraph

    Skills you'll gain: LangGraph, Generative AI Agents, Agentic systems, AI Workflows, OpenAI API, LLM Application, Artificial Intelligence, User Interface (UI), Prompt Engineering, Natural Language Processing, Python Programming, Context Management

    4.5
    Rating, 4.5 out of 5 stars
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    50 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    GenAI for Digital Marketing and Ecommerce Analysts

    Skills you'll gain: Data Presentation, E-Commerce, Analytics, Key Performance Indicators (KPIs), Web Analytics, Google Analytics, Marketing Analytics, Generative AI, Data Analysis, Business Strategy, Data Processing, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Xi'an Jiaotong University

    《论语》的智慧

    Skills you'll gain: Business Ethics, Education and Training, Governance, Ethical Standards And Conduct, Business Management, Leadership, Human Learning, Culture, Liberal Arts, Human Development, Interpersonal Communications

    4.4
    Rating, 4.4 out of 5 stars
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    45 reviews

    Mixed · Course · 1 - 3 Months

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    Fred Hutchinson Cancer Center

    AI for Decision Makers

    Skills you'll gain: Responsible AI, AI Enablement, Technology Strategies, Artificial Intelligence, Business Ethics, Strategic Leadership, Artificial Intelligence and Machine Learning (AI/ML), Project Management, Legal Risk, Law, Regulation, and Compliance, Ethical Standards And Conduct, LLM Application, Decision Making, Generative AI, Needs Assessment, Mitigation

    4.7
    Rating, 4.7 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Backend Development and API Creation

    Skills you'll gain: Middleware, Server Side, User Accounts, Back-End Web Development, Authentications, Application Programming Interface (API), GitHub, Development Environment, Data Validation

    4.6
    Rating, 4.6 out of 5 stars
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    38 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of the Arts London

    Creative AI: Sound, Music and Interaction

    Skills you'll gain: Music, Musical Composition, Artificial Intelligence, Generative AI, Creativity, Human Machine Interfaces, Interactive Design, Data Ethics, Music Performance, Responsible AI, Intellectual Property, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Microsoft

    Secure Your Applications

    Skills you'll gain: Azure Active Directory, Microsoft Azure, Web Applications, Cloud Applications, Application Security, Cloud Security, Identity and Access Management, Authorization (Computing), Key Management, Application Programming Interface (API), Authentications, Encryption

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Cinematic Health

    Introduction to Becoming a CNA

    Skills you'll gain: Infection Control, Rehabilitation, Basic Patient Care, Nursing Basics, Care Management, Vital Signs, Caregiving, Patient Observation, Activities of Daily Living (ADLs), Patient Safety, Patient Communication, Personal Care

    4.7
    Rating, 4.7 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

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1…392393394…612

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

  • AI for Executives: The Basics: Khalifa University
  • Evaluating Public Health Programs at Scale: Johns Hopkins University
  • Python Object Basics: Functions, Recursion, and Objects: Codio
  • Çok deÄŸiÅŸkenli Fonksiyon II: Uygulamalar / Multivariable Calculus II: Applications: Koç University
  • Building Autonomous AI Agents with LangGraph: Packt
  • GenAI for Digital Marketing and Ecommerce Analysts: Coursera
  • 《论语》的智慧: Xi'an Jiaotong University
  • AI for Decision Makers: Fred Hutchinson Cancer Center
  • Backend Development and API Creation: Packt
  • Creative AI: Sound, Music and Interaction: University of the Arts London

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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