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  • Python Machine Learning

Python Machine Learning Courses

Python machine learning courses can help you learn data preprocessing, model selection, and evaluation techniques. You can build skills in implementing algorithms like regression, classification, and clustering, as well as working with neural networks. Many courses introduce tools such as TensorFlow, Scikit-learn, and Pandas, showing how these technologies support the development of AI applications and enhance your ability to analyze and interpret complex datasets.

Popular Python Machine Learning Courses and Certifications


  • I

    IBM

    Reproducible Training Data and ML-Ready Data Pipelines

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Feature Engineering, Responsible AI, Data Quality, Data Governance, Test Data, Data Pipelines, Model Evaluation, Data Integrity, Release Management, Data Validation, AI Workflows, Metadata Management, Quality Assurance, Data Collection, Taxonomy, Verification And Validation, Record Keeping, Continuous Monitoring

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Introduction to Data Analysis with Python and Polars

    Skills you'll gain: Data Cleansing, Data Integration, Data Quality, Data Analysis Software, Data Manipulation, Data Wrangling, Data Transformation, Data Validation, Jupyter, Data Analysis, Programming Principles, Data Processing, Data Import/Export, Exploratory Data Analysis, Analytics, Development Environment, Python Programming, Command-Line Interface, Code Reusability

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    IBM AI Developer

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Unit Testing, Software Development Life Cycle, Retrieval-Augmented Generation, Large Language Modeling, Software Architecture, Responsible AI, Computer Vision, LangChain, Generative AI, Javascript, IBM Cloud, Data Ethics, Data Import/Export, AI Workflows, Python Programming, Software Development, Machine Learning, Data Science

    4.7 stars, 83K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (83K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • H

    Howard University

    Fundamental Linear Algebra Concepts with Python

    Skills you'll gain: Linear Algebra, Applied Mathematics, Algebra, Python Programming

    4.5 stars, 18 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (18) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Evaluate and Create ML Workflows Visually

    Skills you'll gain: Model Training, MLOps (Machine Learning Operations), Software Visualization, Dashboard Creation, Grafana, Code Reusability, Performance Metric, Data Pipelines, Performance Analysis, Collaborative Software

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Mask Detector with Python & TensorFlow: Build & Deploy

    Skills you'll gain: Image Analysis, Cloud Deployment, Tensorflow, Amazon Web Services, Convolutional Neural Networks, Model Deployment, Application Development, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Design, Computer Vision, Model Training, Front-End Web Development, Data Preprocessing, Python Programming

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Creating Interactive Learning Videos with Edpuzzle

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

    4.7 stars, 185 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.7 (185) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    Sentiment Analysis with Deep Learning using BERT

    Skills you'll gain: Model Optimization, Model Evaluation, Large Language Modeling, Data Preprocessing, Model Training, Fine-tuning, Data Cleansing, PyTorch (Machine Learning Library), Transfer Learning, Deep Learning, Natural Language Processing, Exploratory Data Analysis, Test Data, Machine Learning

    4.4 stars, 398 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (398) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Программирование для всех (начало работы с Python)

    Skills you'll gain: Programming Principles, Computer Programming, Code Reusability, Python Programming, Program Development, Software Installation, Computational Logic, Development Environment

    4.8 stars, 106 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (106) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Gemini for Google Cloud Learning Path

    Skills you'll gain: Google Gemini, Gemini, AI Security, Cloud Deployment, Google Cloud Platform, Kubernetes, Big Data, Software Development Life Cycle, Systems Development Life Cycle, Devops Tools, Cloud Development, Cloud Security, Development Testing, Virtual Networking, Application Deployment, Marketing Analytics, DevOps, Generative AI, Application Development, Security Engineering

    4.3 stars, 41 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.3 (41) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Creative Coding for Designers Using Python

    Skills you'll gain: Animations, Visualization (Computer Graphics), Simulations, Computer Graphics, Python Programming, Game Design, Creative Design, Object Oriented Programming (OOP), Scripting, Algorithms, Development Environment, Data Structures

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Deep Learning with TensorFlow: Build Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Artificial Neural Networks, Image Analysis, Fine-tuning, Model Optimization, Model Training, Computer Vision, Applied Machine Learning, Classification Algorithms, Data Preprocessing, Network Architecture, Design

    5 stars, 18 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (18) · Mixed · Course · 1 - 4 Weeks

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

  • Reproducible Training Data and ML-Ready Data Pipelines: IBM
  • Introduction to Data Analysis with Python and Polars: Packt
  • IBM AI Developer: IBM
  • Fundamental Linear Algebra Concepts with Python: Howard University
  • Evaluate and Create ML Workflows Visually: Coursera
  • Mask Detector with Python & TensorFlow: Build & Deploy: EDUCBA
  • Creating Interactive Learning Videos with Edpuzzle: Coursera
  • Sentiment Analysis with Deep Learning using BERT: Coursera
  • Программирование для всех (начало работы с Python): University of Michigan
  • Gemini for Google Cloud Learning Path: Google Cloud

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