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  2. Python For Machine Learning

Python for Machine Learning Courses

Python for machine learning courses can help you learn data manipulation, algorithm implementation, model evaluation, and feature selection. You can build skills in data visualization, hyperparameter tuning, and understanding neural networks. Many courses introduce tools like TensorFlow, Scikit-learn, and Pandas, that support applying your skills in real-world projects, enabling you to create predictive models and analyze complex datasets effectively.

Popular Python for Machine Learning Courses and Certifications


  • C

    Coursera

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Model Training, Machine Learning Methods, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Forecasting, Anomaly Detection

    4.3 stars, 20 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (20) · Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Python Programming Fundamentals

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Debugging, Object Oriented Programming (OOP), Unit Testing, Programming Principles, Data Structures, Algorithms, Maintainability, Python Programming, Computational Logic, Package and Software Management, Computer Programming, Code Reusability, Scripting, Jupyter

    4.5 stars, 632 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (632) · Beginner · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Fundamentals of Machine Learning and Artificial Intelligence

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Deep Learning, Artificial Intelligence, Amazon Web Services, Applied Machine Learning, AI literacy, Machine Learning

    4.6 stars, 4.1K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (4.1K) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • D

    DeepLearning.AI

    AI Python for Beginners

    Skills you'll gain: Prompt Engineering, LLM Application, Artificial Intelligence, Jupyter, Python Programming, Data Analysis, Generative AI Agents, AI Integrations, Application Development, Scripting, Programming Principles, Automation, Computer Programming, Application Programming Interface (API), Data Structures

    4.8 stars, 257 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (257) · Beginner · Course · 1 - 4 Weeks

  • U

    University of London

    Machine Learning for All

    Skills you'll gain: Model Training, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning, Artificial Intelligence, Statistical Machine Learning, Model Evaluation, Machine Learning Algorithms, AI literacy, Data Collection

    4.7 stars, 3.5K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (3.5K) · Beginner · Course · 1 - 4 Weeks

    Category: Build toward a degree
    Build toward a degree
  • I

    IBM

    IBM Machine Learning

    Skills you'll gain: Unsupervised Learning, Exploratory Data Analysis, Autoencoders, Feature Engineering, Dimensionality Reduction, Supervised Learning, Classification Algorithms, Regression Analysis, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Reinforcement Learning, Generative Adversarial Networks (GANs), Generative Model Architectures, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Deep Learning, Data Science, Machine Learning, Python Programming

    4.6 stars, 3.7K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.6 (3.7K) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Top AI program
    Top AI program
  • V

    Vanderbilt University

    AI Agents and Agentic AI in Python: Powered by Generative AI

    Skills you'll gain: Prompt Engineering, Agentic systems, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, Agentic Workflows, OpenAI API, LLM Application, AI literacy, AI Workflows, AI powered creativity, Generative AI, Artificial Intelligence, Tool Calling, AI Security, Business Logic, File I/O, Transaction Processing, Software Documentation

    4.8 stars, 8.8K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (8.8K) · Beginner · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
  • I

    IBM

    IBM AI Engineering

    Skills you'll gain: Prompt Engineering, Apache Spark, Large Language Modeling, Retrieval-Augmented Generation, PyTorch (Machine Learning Library), Computer Vision, Unsupervised Learning, Generative Model Architectures, Generative AI, Model Optimization, Keras (Neural Network Library), Supervised Learning, LLM Application, Generative AI Agents, Model Evaluation, Vector Databases, Fine-tuning, Machine Learning, Python Programming, Data Science

    4.6 stars, 22K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.6 (22K) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Top AI program
    Top AI program
  • I

    IBM

    IBM Introduction to Machine Learning

    Skills you'll gain: Unsupervised Learning, Exploratory Data Analysis, Feature Engineering, Dimensionality Reduction, Supervised Learning, Classification Algorithms, Regression Analysis, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Statistical Methods, Data Preprocessing, Applied Machine Learning, Model Evaluation, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Model Training, Data Access, Statistics, Machine Learning

    4.6 stars, 3.5K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (3.5K) · Intermediate · Specialization · 3 - 6 Months

  • E

    EDHEC Business School

    Investment Management with Python and Machine Learning

    Skills you'll gain: Investment Management, Portfolio Management, Text Mining, Data Visualization, Portfolio Risk, Applied Machine Learning, Asset Management, Network Analysis, Investments, Machine Learning Methods, Financial Data, Market Data, Predictive Modeling, Web Scraping, Machine Learning, Financial Market, Financial Analysis, Financial Modeling, Risk Analysis, Risk Management

    4.6 stars, 1.8K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (1.8K) · Beginner · Specialization · 3 - 6 Months

  • I

    IBM

    AI Foundations: How Artificial Intelligence Works

    Skills you'll gain: Responsible AI, Generative AI, AI literacy, Retrieval-Augmented Generation, Natural Language Processing

    4.7 stars, 23K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (23K) · Beginner · Course · 1 - 4 Weeks

    Status: Top AI program
    Top AI program
  • I

    IBM

    AI Foundations for Everyone

    Skills you'll gain: Prompt Engineering, Generative AI, Responsible AI, IBM Cloud, ChatGPT, AI literacy, Retrieval-Augmented Generation, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Workflow Management, Machine Learning, No-Code Development, Artificial Intelligence, Natural Language Processing, Deep Learning, Customer Service, AI Integrations, Customer experience improvement, Data Science

    4.7 stars, 37K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (37K) · Beginner · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
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