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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


  • A

    AI CERTs

    AI for Learning & DevelopmentĀ 

    Skills you'll gain: Responsible AI, AI Personalization, Education Software and Technology, Generative AI Agents, Developing Training Materials, AI Enablement, Workforce Development, Artificial Intelligence and Machine Learning (AI/ML), Performance Analysis, Learning Management Systems, Generative AI, Instructional Design, AI literacy, HR Tech, Learning Styles, Content Creation, Learning Theory, Human Learning, Learning Strategies, Childhood Education and Development

    Beginner Ā· Course Ā· 1 - 3 Months

  • I

    Intel

    Establishing Effective Educator-Machine Partnerships

    Skills you'll gain: Innovation, Education Software and Technology, Digital pedagogy, Education and Training, Technology Strategies, Technology Roadmaps

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Vision Transformer (ViT), Machine Learning Methods, Model Optimization, Model Training, Large Language Modeling, Embeddings, Network Architecture

    4.9
    Rating, 4.9 out of 5 stars
    Ā·
    7 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • C

    Coursera

    Deep Learning with PyTorch

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Optimization, Convolutional Neural Networks, Transfer Learning, Model Training, Model Evaluation

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Top AI Program
    Top AI Program
    G

    Google Cloud

    Introduction to Generative AI Learning Path

    Skills you'll gain: Responsible AI, LLM Application, Google Gemini, AI literacy, Deep Learning, Stakeholder Analysis

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    14K reviews

    Intermediate Ā· Specialization Ā· 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Learning, Knowledge, and Human Development

    Skills you'll gain: Childhood Education and Development, Education Software and Technology, Education and Training, Human Learning, Child Development, School Psychology, Pedagogy, Human Development, Digital pedagogy, Psychological Evaluations, Learning Theory, Psychology, Applied Behavior Analysis, Social Sciences

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    290 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • D

    DeepLearning.AI

    Generative Deep Learning with TensorFlow

    Skills you'll gain: Generative Adversarial Networks (GANs), Autoencoders, Generative AI, Tensorflow, Generative Model Architectures, Model Training, Image Analysis, Transfer Learning, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Data Synthesis

    4.9
    Rating, 4.9 out of 5 stars
    Ā·
    315 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • G

    Google Cloud

    Reinforcement Learning: Qwik Start

    Skills you'll gain: Reinforcement Learning, Google Cloud Platform, GitHub, Tensorflow, Machine Learning, Game Design

    3.7
    Rating, 3.7 out of 5 stars
    Ā·
    10 reviews

    Beginner Ā· Project Ā· Less Than 2 Hours

  • I

    Imperial College London

    TensorFlow 2 for Deep Learning

    Skills you'll gain: Tensorflow, Generative AI, Recurrent Neural Networks (RNNs), Autoencoders, Generative Model Architectures, Data Pipelines, Keras (Neural Network Library), Model Evaluation, Deep Learning, Image Analysis, Model Training, Bayesian Network, Transfer Learning, Convolutional Neural Networks, Computer Programming, Model Optimization, Data Validation, Applied Machine Learning, Bayesian Statistics, Supervised Learning

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    722 reviews

    Intermediate Ā· Specialization Ā· 3 - 6 Months

  • C

    Coursera

    Gamification Learning with Genially

    Skills you'll gain: Interactive Learning, Education Software and Technology, Digital pedagogy

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    84 reviews

    Beginner Ā· Guided Project Ā· Less Than 2 Hours

  • I

    IBM

    Deep Learning with Keras and Tensorflow

    Skills you'll gain: Keras (Neural Network Library), Convolutional Neural Networks, Reinforcement Learning, Deep Learning, Model Optimization, Autoencoders, Generative AI, Unsupervised Learning, Tensorflow, Generative Adversarial Networks (GANs), Generative Model Architectures, Transfer Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Time Series Analysis and Forecasting

    4.4
    Rating, 4.4 out of 5 stars
    Ā·
    1K reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • I

    Illinois Tech

    Data Analytics and Deep Learning

    Skills you'll gain: NoSQL, Machine Learning Algorithms, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Statistical Methods, Data Presentation, Generative AI, Convolutional Neural Networks, Transfer Learning, Analysis, Data Infrastructure, Machine Learning

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    Ā·
    41 reviews

    Intermediate Ā· Specialization Ā· 3 - 6 Months

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

  • AI for Learning & DevelopmentĀ :Ā AI CERTs
  • Establishing Effective Educator-Machine Partnerships:Ā Intel
  • Introduction to Deep Learning:Ā University of Colorado Boulder
  • Deep Learning with PyTorch:Ā Coursera
  • Introduction to Generative AI Learning Path:Ā Google Cloud
  • Learning, Knowledge, and Human Development :Ā University of Illinois Urbana-Champaign
  • Generative Deep Learning with TensorFlow:Ā DeepLearning.AI
  • Reinforcement Learning: Qwik Start:Ā Google Cloud
  • TensorFlow 2 for Deep Learning:Ā Imperial College London
  • Gamification Learning with Genially:Ā Coursera

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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