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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: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Statistical Modeling for Data Science Applications

    Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Experimentation, Research Design, Statistical Methods, Data Science, Data Analysis, Statistical Analysis, Data Modeling, Predictive Modeling, Mathematical Modeling, Probability & Statistics, A/B Testing, Quantitative Research, Machine Learning, Model Evaluation

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
    ·
    61 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    What is “the mind” and what is artificial intelligence?

    Skills you'll gain: Artificial Intelligence, Computational Thinking, Human Learning, Theoretical Computer Science, Human Machine Interfaces, Psychology, Computer Science, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    149 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Introduction to AI: Key Concepts and Applications

    Skills you'll gain: AI Enablement, Model Evaluation, Performance Metric, Artificial Intelligence and Machine Learning (AI/ML), Strategic Leadership, Responsible AI, Machine Learning Algorithms, Data Quality, Model Deployment, Algorithms, Data Validation, Random Forest Algorithm, Resource Utilization, System Requirements, Statistical Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Langchain and Langgraph

    Skills you'll gain: LangChain, Prompt Engineering, LLM Application, LangGraph, OpenAI API, Generative AI Agents, Agentic systems, AI Workflows, Large Language Modeling, Hugging Face, OpenAI, ChatGPT, Embeddings, Artificial Intelligence and Machine Learning (AI/ML), Development Environment, Application Development, Program Development, Retrieval-Augmented Generation, Artificial Intelligence, Data Processing

    4.4
    Rating, 4.4 out of 5 stars
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    99 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Calculus through Data & Modelling: Series and Integration

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Numerical Analysis, Mathematical Modeling, Derivatives

    4.9
    Rating, 4.9 out of 5 stars
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    57 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    National Taiwan University

    機器人學一 (Robotics (1))

    Skills you'll gain: Robotics, Machine Controls, Mechanics, Automation Engineering, Linear Algebra, Engineering Calculations, Applied Mathematics, Control Systems, Mathematical Modeling, Spatial Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    64 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    Northwestern University

    The Importance of Listening

    Skills you'll gain: Real Time Data, Social Media Content, Social Media, Social Media Marketing, Big Data, Crisis Management, Analytics, Content Marketing, Social Media Strategy, Text Mining, Data-Driven Decision-Making, Competitive Analysis, Brand Strategy

    4.7
    Rating, 4.7 out of 5 stars
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    1.6K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Advancing Women in Tech

    The Business of Product Management I

    Skills you'll gain: Product Management, Technical Product Management, Product Roadmaps, Product Strategy, Product Requirements, New Product Development, Product Lifecycle Management, Product Development, Competitive Analysis, Market Opportunities, Customer experience strategy (CX), Customer Insights, Innovation, Persuasive Communication, Market Analysis, B2B Sales

    4.5
    Rating, 4.5 out of 5 stars
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    820 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Nacional Autónoma de México

    Usos didácticos del cine: Introducción al análisis

    Skills you'll gain: Developing Training Materials, Educational Materials, Instructional Design, Teaching, Digital pedagogy, Student Engagement, Cinematography, Video Production, Storytelling, Analytical Skills, Critical Thinking

    4.7
    Rating, 4.7 out of 5 stars
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    497 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Personalized Nutrition, Policy, and Food Regulations

    Skills you'll gain: Health Equity, Health Disparities, Social Determinants Of Health, Nutrition and Diet, Good Manufacturing Practices, Food Quality Assurance And Control, Nutrition Education, AI Personalization, Food Safety and Sanitation, Policy Development, Clinical Nutrition, Regulatory Affairs, Public Health, Regulatory Compliance, Health Policy, Health Informatics, Advocacy, Health Assessment, Health Technology, Microbiology

    4.5
    Rating, 4.5 out of 5 stars
    ·
    52 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Investment Strategies and Portfolio Analysis

    Skills you'll gain: Portfolio Management, Investment Management, Performance Measurement, Performance Analysis, Return On Investment, Investments, Financial Market, Financial Analysis, Risk Analysis, Benchmarking, Statistical Analysis

    4.2
    Rating, 4.2 out of 5 stars
    ·
    280 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Precalculus: Relations and Functions

    Skills you'll gain: Graphing, Data Analysis, R (Software), General Mathematics, Mathematical Modeling, Algebra, Applied Mathematics, Calculus

    4.7
    Rating, 4.7 out of 5 stars
    ·
    224 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Statistical Modeling for Data Science Applications: University of Colorado Boulder
  • What is “the mind” and what is artificial intelligence?: University of Colorado Boulder
  • Introduction to AI: Key Concepts and Applications: Johns Hopkins University
  • Langchain and Langgraph: Packt
  • Calculus through Data & Modelling: Series and Integration: Johns Hopkins University
  • 機器人學一 (Robotics (1)): National Taiwan University
  • The Importance of Listening: Northwestern University
  • The Business of Product Management I: Advancing Women in Tech
  • Usos didácticos del cine: Introducción al análisis: Universidad Nacional Autónoma de México
  • Personalized Nutrition, Policy, and Food Regulations: University of Illinois Urbana-Champaign

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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