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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


  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 1

    Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Software Installation, Data Manipulation, Package and Software Management

    ★ 4.6 (89) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Concepts in Python: Loops, Functions and Returns

    Skills you'll gain: Code Reusability, Python Programming, Computer Programming, Programming Principles, Software Development

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

  • E

    EDUCBA

    Python Scripting Case Study - To-do List Application

    Skills you'll gain: Application Development, Model View Controller, Software Development Methodologies

    ★ 4.8 (15) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    PyQt Training Advanced Level

    Skills you'll gain: Databases, Database Management Systems

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

    Status: Free Trial
    Free Trial
  • U

    Universidad Austral

    Introducción al Aprendizaje Profundo

    Skills you'll gain: Supervised Learning, Deep Learning, Machine Learning Methods, Artificial Neural Networks, Applied Machine Learning, Model Optimization, Logistic Regression, Classification Algorithms, Model Training, Regression Analysis

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

    Category: Preview
    Preview
  • E

    EDUCBA

    Predictive Models: Build, Explore Data & Deploy

    Skills you'll gain: Model Evaluation, Predictive Modeling, Model Optimization, Data Preprocessing, Model Training, Model Deployment, Forecasting, Statistical Analysis, Performance Metric, Machine Learning, Deposit Accounts

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Computational Vision

    Skills you'll gain: Computer Vision, Image Analysis, Artificial Neural Networks, Convolutional Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Computational Thinking, Psychology, Human Factors

    ★ 4.4 (67) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    SkillsBooster Academy

    Building Basic AI Agents

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, LLM Application, Generative AI Agents, Make.com, Agentic Workflows, ChatGPT, AI Orchestration, AI Workflows, Generative AI, Agentic systems, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Automation, Creativity, Machine Learning, Content Management, Digital Marketing

    ★ 4.8 (8) · Beginner · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Pittsburgh

    Probability Theory and Regression for Predictive Analytics

    Skills you'll gain: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Methods, Statistics, Bayesian Statistics, Statistical Software, Statistical Inference, Applied Mathematics, Python Programming, Machine Learning, Algorithms

    ★ 4.7 (6) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Transformers Unleashed: Master the Architecture of Modern AI

    Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Feature Engineering, AI Integrations, Image Analysis, Model Training, Model Deployment, Extract, Transform, Load, Systems Design, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Migrating .NET-based web applications to Azure PAAS

    Skills you'll gain: Microsoft Azure, Cloud-Native Computing, Platform As A Service (PaaS), .NET Framework, ASP.NET, Cloud Deployment, Cloud Applications, Cloud Hosting, Microsoft SQL Servers, Data Migration, Performance Tuning, Application Deployment, Model View Controller, Verification And Validation, Configuration Management, Scripting Languages

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

    Status: Free Trial
    Free Trial
  • S

    Simplilearn

    Introduction to Long Short Term Memory (LSTM) Training

    Skills you'll gain: Recurrent Neural Networks (RNNs), Time Series Analysis and Forecasting, Natural Language Processing, Deep Learning, Model Training, Artificial Neural Networks, Forecasting, Applied Machine Learning

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

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

  • Practical Python for AI Coding 1: Korea Advanced Institute of Science and Technology(KAIST)
  • Concepts in Python: Loops, Functions and Returns: Coursera
  • Python Scripting Case Study - To-do List Application: EDUCBA
  • PyQt Training Advanced Level: EDUCBA
  • Introducción al Aprendizaje Profundo: Universidad Austral
  • Predictive Models: Build, Explore Data & Deploy: EDUCBA
  • Computational Vision: University of Colorado Boulder
  • Building Basic AI Agents: SkillsBooster Academy
  • Probability Theory and Regression for Predictive Analytics: University of Pittsburgh
  • Transformers Unleashed: Master the Architecture of Modern AI: 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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