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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


  • B

    Birla Institute of Technology & Science, Pilani

    Graphs and Networks

    Skills you'll gain: Graph Theory, Network Analysis, Social Network Analysis, Combinatorics, Network Model, Mathematical Modeling, Transportation Operations, Image Analysis, Algorithms, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Computational Thinking, Problem Solving, Embeddings

    Intermediate · Course · 1 - 3 Months

  • C

    Corporate Finance Institute

    Regression Analysis - Fundamentals & Practical Applications

    Skills you'll gain: Regression Analysis, Correlation Analysis, Advanced Analytics, Statistical Methods, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Statistical Programming, Data Analysis Software, Model Evaluation

    ★ 4.8 (6) · Advanced · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Honors Algebra 2: Series, Trigonometry, and Probability

    Skills you'll gain: Trigonometry, Probability, Data Analysis, Probability & Statistics, Data Literacy, Statistical Analysis, Algebra, Probability Distribution, Descriptive Statistics, Mathematical Modeling, Graphing, Applied Mathematics, Statistics, Arithmetic

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Networking, Security, and IT Operations

    Skills you'll gain: Remote Access Systems, Threat Management, Threat Detection, Information Technology Operations, Wireless Networks, Network Security, Information Systems Security, Mobile Security, Security Controls, Virtual Private Networks (VPN), Telecommunications, Network Troubleshooting, Document Management, Malware Protection, Augmented and Virtual Reality (AR/VR), Emerging Technologies, Change Control, Multi-Factor Authentication, System Configuration, Network Protocols

    ★ 4.7 (16) · Advanced · Course · 1 - 3 Months

  • E

    EDUCBA

    Build and Analyze a Node.js Website

    Skills you'll gain: Hypertext Markup Language (HTML), Web Servers, Software Testing, Code Reusability, Web Design and Development, Web Development Tools, File Management, Full-Stack Web Development, Program Development, Frontend Integration, Cascading Style Sheets (CSS), Software Installation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Start Neural Networks Advanced Model Architectures

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Software Documentation, Technical Documentation, Artificial Neural Networks, PyTorch (Machine Learning Library), Model Training, Deep Learning, Model Optimization, Applied Machine Learning, Network Architecture

    Intermediate · Course · 1 - 4 Weeks

  • L

    Logical Operations

    Advanced Python: Data Science, Testing, and Distribution

    Skills you'll gain: Data Cleansing, Data Preprocessing, Unit Testing, Package and Software Management, Python Programming, Data Science, Computer Programming, Debugging, Scripting, Software Development, Machine Learning, Database Application, Object Oriented Programming (OOP), Regression Analysis, Programming Principles, Scripting Languages, Databases, Object Oriented Design, Relational Databases, User Interface (UI) Design

    Mixed · Course · 1 - 4 Weeks

  • N

    New York University

    MOST from a Conceptual Perspective

    Skills you'll gain: Research Design, Research, Experimentation, Clinical Trials, Clinical Research Ethics, Science and Research, Scientific Methods, Program Evaluation, Statistical Methods, Sample Size Determination, Public Health and Disease Prevention

    ★ 4.9 (9) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Creating a Quiz Game using Vanilla JavaScript

    Skills you'll gain: Javascript, Web Language, Data Persistence, Data Storage, Web Development, Data Structures, Computational Logic, Software Engineering

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

  • E

    EDUCBA

    Unreal Engine: Apply & Demonstrate Skeletal Animation

    Skills you'll gain: Unreal Engine, 3D Assets, Animations, Animation and Game Design, Data Import/Export

    Mixed · Course · 1 - 4 Weeks

  • S

    Scrimba

    Learn React Router 6

    Skills you'll gain: React.js, Authentications, Frontend Performance, Authorization (Computing), Web Applications, Web Development, User Experience Design

    ★ 4.8 (16) · Intermediate · Course · 1 - 3 Months

  • B

    Banco Interamericano de Desarrollo

    Education on climate change: water and soil

    Skills you'll gain: Water Resources, Environment, Hydrology, Climate Change Adaptation, Environmental Issue, Water Sustainability, Environmental Science, Land Management, Mitigation, Natural Resource Management, Water Resource Management, Sustainable Development, Climate Change Mitigation, Social Studies, Biology, Teaching, Community Development, Nutrition and Diet

    ★ 4.9 (7) · Beginner · Course · 1 - 4 Weeks

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

  • Graphs and Networks: Birla Institute of Technology & Science, Pilani
  • Regression Analysis - Fundamentals & Practical Applications: Corporate Finance Institute
  • Honors Algebra 2: Series, Trigonometry, and Probability: Johns Hopkins University
  • Advanced Networking, Security, and IT Operations: Packt
  • Build and Analyze a Node.js Website: EDUCBA
  • Start Neural Networks Advanced Model Architectures: Coursera
  • Advanced Python: Data Science, Testing, and Distribution: Logical Operations
  • MOST from a Conceptual Perspective: New York University
  • Creating a Quiz Game using Vanilla JavaScript: Coursera
  • Unreal Engine: Apply & Demonstrate Skeletal Animation: EDUCBA

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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