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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


  • H

    H2O.ai

    Large Language Models

    Skills you'll gain: Large Language Modeling, LLM Application, Model Evaluation, Fine-tuning, Collaborative Software, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Generative AI, Data Management, Model Training, Data Preprocessing, Generative Model Architectures, Natural Language Processing, Data Validation, Data Cleansing, Applied Machine Learning, Transfer Learning, Verification And Validation

    3.7 stars, 15 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.7 (15) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Foundations of Neural Networks

    Skills you'll gain: Responsible AI, Autoencoders, Model Training, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Data Ethics, Model Optimization, Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Machine Learning Algorithms, Model Deployment, Generative Model Architectures, Debugging, Machine Learning Methods, Artificial Intelligence, Image Analysis, Unsupervised Learning

    4.5 stars, 24 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (24) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    American Psychological Association

    Student Success

    Skills you'll gain: Stress Management, Resilience, Writing, Writing and Editing, Editing, Mental Health, Learning Strategies, Learning Theory, Human Learning, Mental Concentration, Physiology, Habit Formation, Productivity, Psychology, Motion Arguments, Oral Expression, Time Management, Critical Thinking, Scientific Methods, Mental Health Diseases and Disorders

    4.8 stars, 41 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (41) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    BI Essentials for Finance Analysts (Tableau Edition)

    Skills you'll gain: Dashboard, Dashboard Creation, Tableau Software, Interactive Data Visualization, Data Visualization Software, Data Modeling, Data Visualization, SQL, Data Presentation, E-Commerce, Databases, Performance Reporting, Data Manipulation, Data Storytelling, Data Analysis, Performance Analysis, Relational Databases, Business Intelligence, Data Transformation, Financial Analysis

    4.8 stars, 110 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (110) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python Scripting Masterclass: From Basics to Real Projects

    Skills you'll gain: Debugging, Application Development, Scripting Languages, Shell Script, Model View Controller, Python Programming, Software Development Methodologies, Data Validation, Record Keeping, Programming Principles, Code Reusability, Problem Solving

    4.9 stars, 49 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.9 (49) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Microsoft DirectX 3D Graphics Development

    Skills you'll gain: Computer Graphics, Event-Driven Programming, 3D Assets, Visualization (Computer Graphics), Application Development, Application Design, Video Game Development, Debugging, Computer Graphic Techniques, Graphics Software, C and C++, Maintainability, C++ (Programming Language), Image Quality, Context Management, Memory Management, Applied Mathematics, Linear Algebra, Algebra

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universidad Austral

    Educación Básica en Contextos Rurales

    Skills you'll gain: Educational Materials, Diversity Awareness, Instructional and Curriculum Design, Community Organizing, Parent Communication, Strategic Planning, Policy Analysis, Research, and Development, Leadership, Formal Learning, Team Collaboration, Family Support, Collaboration, Teamwork, Working With Children, Relationship Building, Policy Development, Social Sciences, Problem Solving, Prioritization, Communication

    4.8 stars, 614 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (614) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Data Analytics in the Public Sector with R

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Statistical Visualization, Plot (Graphics), Statistical Analysis, Data Presentation, Policy Analysis, Research, and Development, Ggplot2, Program Evaluation, Policy Analysis, Surveys, Data Ethics, R (Software), Data Literacy, Data Analysis, Tidyverse (R Package), R Programming, Statistical Methods, Case Studies, Political Sciences

    4.6 stars, 126 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (126) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Design & Assemble a Multi-Utility Tool in SolidWorks

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Engineering Design Process, Verification And Validation, 3D Modeling, Mechanical Design, Functional Design, Assembly Drawing, Drafting and Engineering Design

    4.9 stars, 14 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI For Business Analysis: Fine-Tuning LLMs

    Skills you'll gain: Model Evaluation, OpenAI API, Fine-tuning, Model Training, Data Preprocessing, OpenAI, Large Language Modeling, Real Time Data, Data Processing, Performance Testing, LLM Application, Data Manipulation, Generative AI, Python Programming, Customer Analysis, Machine Learning, Customer Complaint Resolution

    4.1 stars, 12 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.1 (12) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Project on Recommendation Engine - Advanced Book Recommender

    Skills you'll gain: Natural Language Processing

    4.7 stars, 26 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Global Logistics: A Strategic Supply Chain Case

    4.9 stars, 17 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (17) · Intermediate · Course · 1 - 4 Weeks

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

  • Large Language Models: H2O.ai
  • Foundations of Neural Networks: Johns Hopkins University
  • Student Success: American Psychological Association
  • BI Essentials for Finance Analysts (Tableau Edition): Corporate Finance Institute
  • Python Scripting Masterclass: From Basics to Real Projects: EDUCBA
  • Microsoft DirectX 3D Graphics Development: EDUCBA
  • Educación Básica en Contextos Rurales: Universidad Austral
  • Data Analytics in the Public Sector with R: University of Michigan
  • Design & Assemble a Multi-Utility Tool in SolidWorks: EDUCBA
  • GenAI For Business Analysis: Fine-Tuning LLMs: 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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