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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


  • U

    University of Michigan

    Python for Everybody

    Skills you'll gain: Database Design, Data Processing, Debugging, Web Scraping, File I/O, Data Store, Data Visualization, Database Software, Relational Databases, Restful API, Web Services, SQL, Databases, Data Visualization Software, JSON, Data Presentation, Data Structures, Programming Principles, Python Programming, Program Development

    ★ 4.8 (280K) · Beginner · Specialization · 3 - 6 Months

  • G

    Georgia Institute of Technology

    Lesson | Organize Your Pitch

    Skills you'll gain: Presentations, English Language, Oral Expression, Sales Presentations, Business Communication, Verbal Communication Skills, Public Speaking, Language Competency, Communication, Organizational Skills

    ★ 4.4 (40) · Mixed · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    Business Case Analysis

    Skills you'll gain: Business Communication, Case Studies, Data Visualization, English Language, Presentations, Oral Expression, Report Writing, Business Writing, Business Analysis, Analysis, Communication, Verbal Communication Skills, Language Competency, Business Reporting, Public Speaking, Writing, Target Audience, Persuasive Communication

    ★ 4.5 (52) · Mixed · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Sequences, Time Series and Prediction

    Skills you'll gain: Tensorflow, Recurrent Neural Networks (RNNs), Time Series Analysis and Forecasting, Applied Machine Learning, Convolutional Neural Networks, Deep Learning, Predictive Modeling, Data Preprocessing, Artificial Neural Networks, Forecasting, Machine Learning

    ★ 4.7 (5.2K) · Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Generative AI for Project Managers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Generative Model Architectures, Google Gemini, AI literacy, Project Management, LLM Application, AI Enablement, Project Management Life Cycle, Data Ethics, Case Studies, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Project Documentation, Augmented and Virtual Reality (AR/VR), Automation, Machine Learning

    ★ 4.7 (12K) · Intermediate · Specialization · 1 - 3 Months

  • G

    Google

    Google Advanced Data Analytics

    Skills you'll gain: Data Storytelling, Data Visualization, A/B Testing, Sampling (Statistics), Data Analysis, Exploratory Data Analysis, Regression Analysis, Data Visualization Software, Data Presentation, Data Ethics, Feature Engineering, Statistical Hypothesis Testing, Analytics, Statistical Analysis, Data Science, Tableau Software, Machine Learning, Object Oriented Programming (OOP), Web Presence, Python Programming

    ★ 4.8 (11K) · Advanced · Professional Certificate · 3 - 6 Months

    Category: Job Ready
    Job Ready
  • I

    IBM

    Generative AI for Educators

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Generative Model Architectures, AI Personalization, Responsible AI, Data Ethics, Education Software and Technology, AI literacy, LLM Application, Digital pedagogy, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Integrations, Augmented and Virtual Reality (AR/VR), Ethical Standards And Conduct, Information Privacy, Machine Learning, Data Synthesis

    ★ 4.7 (12K) · Beginner · Specialization · 1 - 3 Months

  • U

    University of California, Davis

    Basic English Skills: Health & Wellness

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

    ★ 4.7 (26) · Beginner · Course · 1 - 4 Weeks

  • U

    Università di Napoli Federico II

    English Elementary A2

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

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Principles of Data Science

    Skills you'll gain: Probability & Statistics, Data Ethics, Pandas (Python Package), Machine Learning Methods, Statistical Methods, Bayesian Statistics, Data Literacy, Data Wrangling, Statistics, Data Science, Responsible AI, Probability, Data Visualization, Machine Learning, Applied Machine Learning, Data Processing, Data Architecture, Python Programming, Data Mapping, Data Integrity

    Beginner · Course · 3 - 6 Months

  • G

    Google

    Google AI Essentials

    Skills you'll gain: Prompt Patterns, Google Gemini, Generative AI, AI literacy, Model Training, AI Integrations, Google Sheets, Critical Thinking, Innovation

    ★ 4.8 (22K) · Beginner · Specialization · 3 - 6 Months

    Category: Top AI Program
    Top AI Program
  • U

    University of California, Irvine

    English for Running a Successful Business

    Skills you'll gain: English Language, Entrepreneurship, Business Communication, Sales, Sustainable Business, Project Management, Language Competency, Verbal Communication Skills, Communication, Oral Expression, Corporate Sustainability, Oral Comprehension, Grammar, Writing, Business Reporting, Vocabulary

    ★ 4.8 (39) · Mixed · Course · 1 - 4 Weeks

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

  • Python for Everybody: University of Michigan
  • Lesson | Organize Your Pitch: Georgia Institute of Technology
  • Business Case Analysis: The Hong Kong University of Science and Technology
  • Sequences, Time Series and Prediction: DeepLearning.AI
  • Generative AI for Project Managers: IBM
  • Google Advanced Data Analytics: Google
  • Generative AI for Educators: IBM
  • Basic English Skills: Health & Wellness: University of California, Davis
  • English Elementary A2: Università di Napoli Federico II
  • Principles of 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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