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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

    Introduction to Data Science

    Skills you'll gain: SQL, Data Cleansing, Jupyter, Data Literacy, Data Mining, Data Manipulation, Data Preprocessing, R (Software), Business Analysis, Model Deployment, Model Evaluation, Database Management, Relational Databases, Stored Procedure, R Programming, Data Science, Big Data, Computer Programming Tools, Cloud Computing, Python Programming

    4.6 stars, 102K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (102K) · Beginner · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • Y

    Yale University

    Introduction to Psychology

    Skills you'll gain: Psychology, Mental Health Diseases and Disorders, Child Development, Human Development, Human Learning, Psychological Evaluations, Psychotherapy, Culture, Cognitive Behavioral Therapy, Learning Theory, Scientific Methods, Critical Thinking, Diversity Awareness, Problem Solving

    4.9 stars, 33K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (33K) · Beginner · Course · 1 - 3 Months

    Status: Trending right now
    Trending right now
    Category: Preview
    Preview
  • V

    Voxy

    Beginner English: Places and Getting Around

    Skills you'll gain: Oral Comprehension, English Language, Vocabulary, Language Learning, Grammar

    4.7 stars, 10 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (10) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Generative AI Software Engineering

    Skills you'll gain: Claude Code, Prompt Engineering, Agentic systems, ChatGPT, Anthropic Claude, Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Multimodal Prompts, Generative AI, Agentic Workflows, AI Personalization, Software Development Tools, Artificial Intelligence and Machine Learning (AI/ML), Software Engineering, Software Development, Automation, Software Architecture, Software Testing, Software Design

    4.8 stars, 9.3K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (9.3K) · Beginner · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    AI Fundamentals for Non-Data Scientists

    Skills you'll gain: Machine Learning Methods, Generative AI, Data Management, Generative Model Architectures, Big Data, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Generative Adversarial Networks (GANs), AI Enablement, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Customer Data Management, AI literacy, Autoencoders, Model Optimization, Deep Learning, Model Evaluation, Algorithms

    4.8 stars, 1.1K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (1.1K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Techniques for Teaching Adjectives and Adjective Clauses

    Skills you'll gain: Grammar, Language Competency

    4.4 stars, 35 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (35) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Español para profesionales: comunicación en el trabajo

    Skills you'll gain: Spanish Language, Telephone Skills, Meeting Facilitation, Oral Expression, Business Correspondence, Outbound Calls, Verbal Communication Skills, Negotiation, Business Writing, Writing, Business Communication, Inbound Calls, Communication, Grammar, Communication Strategies, Active Listening, Vocabulary

    4.6 stars, 14 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (14) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Sungkyunkwan University

    Let's Learn Useful Korean Expressions

    Skills you'll gain: Grammar, Language Learning, Language Competency, Vocabulary, Oral Comprehension

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    IBM

    IBM Data Engineering

    Skills you'll gain: NoSQL, Extract, Transform, Load, Database Administration, Apache Spark, Data Warehousing, Web Scraping, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, Linux Commands, SQL, IBM Cognos Analytics, Data Store, Generative AI, Professional Networking, Data Import/Export, Python Programming, Data Analysis, Data Science

    4.6 stars, 63K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (63K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • A

    Arizona State University

    Proyecto Final: Chino básico - Lenguaje y cultura empresarial

    Skills you'll gain: Peer Review, Oral Expression, Presentations, Verbal Communication Skills, Video Production, Language Competency, Spanish Language, Oral Comprehension, Business Communication, Language Learning, Communication, Constructive Feedback, User Feedback, Writing, Consolidation

    4 stars, 8 reviews, Mixed, Course, 1 - 3 Months

    ★ 4 (8) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    AI for Medical Prognosis

    Skills you'll gain: Classification And Regression Tree (CART), Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Statistical Machine Learning, Applied Machine Learning, Random Forest Algorithm, Forecasting, Model Evaluation, Biostatistics, Predictive Analytics, Data Preprocessing, Data Cleansing, Statistical Modeling, Risk Analysis, Machine Learning, Statistical Methods, Statistical Analysis, Deep Learning

    4.7 stars, 800 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (800) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • V

    Voxy

    Intermediate English: Travel

    Skills you'll gain: Intercultural Competence, Cultural Diversity, Cultural Sensitivity, English Language, Language Learning, Verbal Communication Skills, Social Skills, Language Competency, Communication Strategies, Interpersonal Communications, Communication, Planning, Grammar, Vocabulary, Relationship Building

    Intermediate · Course · 1 - 3 Months

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

  • Introduction to Data Science: IBM
  • Introduction to Psychology: Yale University
  • Beginner English: Places and Getting Around: Voxy
  • Generative AI Software Engineering: Vanderbilt University
  • AI Fundamentals for Non-Data Scientists: University of Pennsylvania
  • Techniques for Teaching Adjectives and Adjective Clauses: University of California, Irvine
  • Español para profesionales: comunicación en el trabajo: Universidad Nacional Autónoma de México
  • Let's Learn Useful Korean Expressions: Sungkyunkwan University
  • IBM Data Engineering: IBM
  • Proyecto Final: Chino básico - Lenguaje y cultura empresarial: Arizona State University

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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