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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


  • C

    Coursera

    Aerial Image Segmentation with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Fine-tuning, Transfer Learning, Model Evaluation, Image Analysis, Model Training, Computer Vision, Applied Machine Learning, Deep Learning, Python Programming

    ★ 4 (32) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • R

    Rice University

    Physics 102 - Electric Charges and Fields

    Skills you'll gain: electromagnetics, Electrical Engineering, Physics, Mechanics, Electrical Systems, Calculus, Integral Calculus, Engineering Calculations, Scientific Visualization, Mathematical Modeling, Problem Solving, Applied Mathematics

    ★ 4.6 (206) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • I

    IIT Bombay

    Introduction to Internet of Things

    Skills you'll gain: Internet Of Things, Network Protocols, Wireless Networks, General Networking, Interoperability, Emerging Technologies, Data Analysis, Communication Systems, Systems Design, Regression Analysis, Systems Architecture, Unsupervised Learning

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

    Category: Preview
    Preview
  • C

    Coursera

    TensorFlow for Beginners: Basic Binary Image Classification

    Skills you'll gain: Model Deployment, Tensorflow, Model Evaluation, Data Preprocessing, Image Analysis, Model Training, Artificial Neural Networks, Convolutional Neural Networks, Model Optimization, Data Processing, Network Model, Applied Machine Learning, Machine Learning Methods, Computer Vision, Deep Learning

    Beginner · Guided Project · Less Than 2 Hours

  • C

    CertNexus

    Communicate Effectively about Ethical Challenges in Data-Driven Technologies

    Skills you'll gain: Crisis Management, Business Ethics, Corporate Communications, Communication Planning, Data Ethics, Media Relations, Communication Strategies, Public Relations, Strategic Communication, Media and Communications, Stakeholder Communications, Business Communication, Ethical Standards And Conduct, Workplace inclusivity, Communication, Internal Communications, Diversity Equity and Inclusion Initiatives, Leadership and Management, Business Strategy, Marketing

    ★ 4.4 (100) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • V

    Vanderbilt University

    Generative AI for University Leaders

    Skills you'll gain: Generative AI, AI Enablement, Innovation, AI Integrations, AI powered creativity, Curriculum Development, AI literacy, Responsible AI, Automation, Workforce Development, Business Strategy

    ★ 4.8 (1.1K) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • P

    Princeton University

    Computer Science: Algorithms, Theory, and Machines

    Skills you'll gain: Theoretical Computer Science, Data Structures, Computer Science, Computer Architecture, Computer Systems, Algorithms, Computer Programming, Computational Logic, Java Programming, Computer Hardware, Scalability

    ★ 4.7 (786) · Intermediate · Course · 1 - 3 Months

    Category: Free
    Free
  • C

    Coursera

    Predict Ad Clicks Using Logistic Regression and XG-Boost

    Skills you'll gain: Model Evaluation, Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Data Preprocessing, Model Training, Customer Analysis, Predictive Modeling, Scientific Visualization, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Online Advertising, Data-Driven Marketing, Logistic Regression, Data Cleansing, Data Manipulation, Machine Learning, Python Programming, Deep Learning

    ★ 4.6 (10) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript

    Skills you'll gain: Data Structures, Design Software, 3D Modeling, Computational Logic, Computer Graphics, Visualization (Computer Graphics), Design, Programming Principles, Python Programming, Animations, Scripting, Computer Programming, Scripting Languages

    ★ 4.9 (102) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    Immersify

    Interactive 3D Anatomy & Physiology: A Gamified Experience

    Skills you'll gain: Respiration, Human Musculoskeletal System, Cardiology, Blood Pressure, Respiratory Care, Respiratory Therapy, Pulmonology, Capillary, Hemodynamics, Clinical Practices, Cell Biology, Physiology, Anatomy, Endocrinology, Diagnostic Tests, Patient Evaluation, Nephrology, Orthopedics, Cardiac Dysrhythmia, Interactive Learning

    ★ 4.5 (78) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of Pennsylvania

    Data Analysis Using Python

    Skills you'll gain: Matplotlib, Data Analysis, Pandas (Python Package), Plot (Graphics), Data Visualization, Data Science, Data Cleansing, Pivot Tables And Charts, Data Visualization Software, Data Processing, Data Wrangling, Data Integration, Data Preprocessing, Data Manipulation, Scatter Plots, NumPy, Exploratory Data Analysis, Data Import/Export, Histogram, Python Programming

    ★ 4.5 (433) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • D

    DeepLearning.AI

    Building Multimodal Search and RAG

    Skills you'll gain: Retrieval-Augmented Generation, Multimodal Prompts, LLM Application, Embeddings, Large Language Modeling, Generative AI, Vector Databases, Image Analysis, Applied Machine Learning

    ★ 4.5 (44) · Intermediate · Project · Less Than 2 Hours

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

  • Aerial Image Segmentation with PyTorch: Coursera
  • Physics 102 - Electric Charges and Fields: Rice University
  • Introduction to Internet of Things: IIT Bombay
  • TensorFlow for Beginners: Basic Binary Image Classification: Coursera
  • Communicate Effectively about Ethical Challenges in Data-Driven Technologies: CertNexus
  • Generative AI for University Leaders: Vanderbilt University
  • Computer Science: Algorithms, Theory, and Machines: Princeton University
  • Predict Ad Clicks Using Logistic Regression and XG-Boost: Coursera
  • Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript: University of Michigan
  • Interactive 3D Anatomy & Physiology: A Gamified Experience: Immersify

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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