Any coruse similar to Learning machine learning with python

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Sandhiya Priya · Answer

If you're looking to learn Machine Learning with Python , there are several excellent courses available across various platforms. These courses range from beginner to advanced levels and cover a variety of topics, including supervised learning, unsupervised learning, deep learning, and data analysis. Below are some great courses that you can check out: 1. Coursera: Machine Learning by Andrew Ng Platform: Coursera Instructor: Andrew Ng (Stanford University) Level: Beginner to Intermediate Description: One of the most famous and comprehensive introductory courses on Machine Learning. While it primarily uses Octave/MATLAB , the concepts and algorithms are fundamental and can easily be applied using Python. Focus: Supervised learning, unsupervised learning, neural networks, and more. Link: Machine Learning by Andrew Ng 2. Coursera: Deep Learning Specialization Platform: Coursera Instructor: Andrew Ng (Stanford University) Level: Intermediate Description: This specialization focuses on deep learning and neural networks, including CNNs, RNNs, and GANs. Python (via TensorFlow and Keras) is used extensively in the practical aspects. Focus: Neural networks, deep learning, convolutional networks, sequence models. Link: Deep Learning Specialization 3. Udacity: Intro to Machine Learning with Python Platform: Udacity Instructor: Various Industry Experts Level: Beginner to Intermediate Description: This course covers machine learning fundamentals and introduces you to algorithms using Python and scikit-learn . It’s well-suited for beginners who want a hands-on introduction. Focus: Supervised and unsupervised learning, data wrangling, using libraries like scikit-learn and pandas . Link: Intro to Machine Learning with Python 4. edX: Machine Learning with Python by IBM Platform: edX Instructor: IBM Level: Beginner to Intermediate Description: A good introduction to the basics of machine learning, using Python. The course covers tools like Pandas , Matplotlib , and scikit-learn , and introduces key concepts like classification, regression, and clustering. Focus: Supervised learning, regression, clustering, decision trees. Link: Machine Learning with Python by IBM 5. DataCamp: Introduction to Machine Learning with Python Platform: DataCamp Instructor: Various Experts Level: Beginner Description: DataCamp offers interactive, Python-based courses. This course covers foundational concepts of machine learning, along with practical coding exercises in Python. It's great for hands-on learning. Focus: Supervised learning, classification, regression, and Python libraries like scikit-learn . Link: Introduction to Machine Learning with Python 6. Kaggle: Intro to Machine Learning Platform: Kaggle (Free) Instructor: Kaggle Learn Level: Beginner Description: Kaggle offers a free, self-paced, hands-on course for learning machine learning with Python. It's ideal for beginners and covers the essential machine learning techniques and algorithms. Focus: Data preprocessing, supervised learning, and model evaluation using scikit-learn . Link: Intro to Machine Learning 7. fast.ai: Practical Deep Learning for Coders Platform: fast.ai (Free) Instructor: Jeremy Howard Level: Intermediate (but requires basic Python) Description: This course focuses on deep learning and provides a hands-on approach. It uses Python libraries like PyTorch and fastai , and it’s designed to get you building and deploying machine learning models quickly. Focus: Deep learning, CNNs, RNNs, transfer learning, PyTorch. Link: Practical Deep Learning for Coders 8. MIT OpenCourseWare: Introduction to Deep Learning Platform: MIT OpenCourseWare (Free) Instructor: Lex Fridman Level: Intermediate to Advanced Description: This course dives deep into neural networks and deep learning concepts. It’s best suited for those who already have a basic understanding of Python and machine learning fundamentals. Focus: Neural networks, deep learning architectures, optimization techniques, and TensorFlow . Link: Introduction to Deep Learning 9. Udemy: Python for Data Science and Machine Learning Bootcamp Platform: Udemy Instructor: Jose Portilla Level: Beginner to Intermediate Description: This course covers Python for data science and machine learning with extensive practical applications. It covers NumPy , Pandas , Matplotlib , scikit-learn , and TensorFlow . Focus: Data analysis, data visualization, machine learning algorithms, deep learning. Link: Python for Data Science and Machine Learning Bootcamp 10. Google AI: Machine Learning Crash Course Platform: Google AI (Free) Instructor: Google AI Team Level: Beginner Description: This is a free course provided by Google and is designed to help you get started with machine learning. It includes both theory and hands-on coding exercises using Python and TensorFlow. Focus: Fundamentals of machine learning, training models, TensorFlow. Link: Machine Learning Crash Course

Any coruse similar to Learning machine learning with python

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