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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
    R

    Rice University

    Introduction to Teaching English Learners

    Skills you'll gain: Differentiated Instruction, Diversity Awareness, Web Content Accessibility Guidelines, digital literacy, Instructional Strategies, Culture, Education Software and Technology, Special Education, Digital pedagogy, Cultural Responsiveness, Intercultural Competence, Collaborative Software, Cultural Diversity, Teaching, Instructing, Curriculum Planning, English Language, Mathematics Education, Student Engagement, Lesson Planning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    58 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Peking University

    Chinese Characters for beginner (2) 汉字(2)

    Skills you'll gain: Vocabulary, English Language, Literacy, Language Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    200 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Speaking Skills for University Success

    Skills you'll gain: Discussion Facilitation, Verbal Communication Skills, Public Speaking, Communication, Communication Strategies, Social Skills, Interpersonal Communications, Planning, Collaboration, Conflict Management, Constructive Feedback, Leadership, Organizational Skills

    4.8
    Rating, 4.8 out of 5 stars
    ·
    139 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Learn English: Writing Effectively with Complex Sentences

    Skills you'll gain: Grammar, Editing, Peer Review, Writing and Editing, Writing, English Language

    4.9
    Rating, 4.9 out of 5 stars
    ·
    87 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

    Skills you'll gain: Model Optimization, Tensorflow, Model Training, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning, Machine Learning Methods, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Verification And Validation, Debugging

    4.9
    Rating, 4.9 out of 5 stars
    ·
    64K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Natural Language Processing

    Skills you'll gain: Natural Language Processing, Supervised Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Markov Model, Embeddings, Dimensionality Reduction, Large Language Modeling, Machine Learning Methods, Text Mining, Statistical Machine Learning, Fine-tuning, Artificial Neural Networks, Classification Algorithms, Data Preprocessing, Deep Learning, Tensorflow, Logistic Regression, Feature Engineering, Applied Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    6.2K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free
    Free
    G

    Georgia Institute of Technology

    Lesson | Understand and Be Understood on the Phone

    Skills you'll gain: English Language, Oral Comprehension, Language Competency

    4.6
    Rating, 4.6 out of 5 stars
    ·
    67 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    English for Developing a Business

    Skills you'll gain: Presentations, Verbal Communication Skills, Communication, Non-Verbal Communication, Business Communication, English Language, Interpersonal Communications, Business Leadership, Communication Strategies, Productivity Software, Crisis Management, Organizational Structure, Leadership, Grammar, Vocabulary

    4.7
    Rating, 4.7 out of 5 stars
    ·
    73 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    R

    Rice University

    English and Academic Preparation - Grad Track

    Skills you'll gain: Critical Thinking, Writing, Oral Comprehension, Vocabulary, Active Listening, Literacy, Analytical Skills, Language Competency, Verbal Communication Skills, English Language, Learning Strategies, Peer Review, Language Learning, Organizational Skills, Communication

    4.6
    Rating, 4.6 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Successful Interviewing

    Skills you'll gain: Interviewing Skills, Oral Expression, Presentations, Verbal Communication Skills, Concision, Public Speaking, Persuasive Communication, Intercultural Competence, Business Research, Communication Strategies, Non-Verbal Communication, Rapport Building, Professionalism, Cultural Sensitivity, Negotiation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    175 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Houston

    American Deaf Culture

    Skills you'll gain: Disabilities, Social Justice, Culture, Diversity Awareness, Sociology, Communication Disorders, Cultural Sensitivity, Social Sciences, Cultural Diversity, Language Learning, Special Education, Education and Training, Non-Verbal Communication, Civil Law

    4.5
    Rating, 4.5 out of 5 stars
    ·
    394 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    What is Data Science?

    Skills you'll gain: Data Literacy, Data Mining, Data Processing, Big Data, Cloud Computing, Data Analysis, Data Science, Digital Transformation, Data-Driven Decision-Making, Data Storage, Deep Learning, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    78K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Teaching English Learners: Rice University
  • Chinese Characters for beginner (2) 汉字(2): Peking University
  • Speaking Skills for University Success: University of California, Irvine
  • Learn English: Writing Effectively with Complex Sentences: University of California, Irvine
  • Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization: DeepLearning.AI
  • Natural Language Processing: DeepLearning.AI
  • Lesson | Understand and Be Understood on the Phone: Georgia Institute of Technology
  • English for Developing a Business: University of California, Irvine
  • English and Academic Preparation - Grad Track: Rice University
  • Successful Interviewing: University of Maryland, College Park

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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