Fundamentals of Machine Learning

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In this tutorial, Dr. Artemy Kolchinsky and Dr. Brendan Tracey outline exactly what it is that makes machine learning so special in an accessible way.

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Machine Learning, Data Science and Generative AI with Python

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Complete hands-on machine learning and GenAI tutorial with data science, Tensorflow, GPT, OpenAI, and neural networks

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Machine Learning for Absolute Beginners - Level 1

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Learn the Fundamental Concepts of Artificial Intelligence and Machine Learning as the Next Game-Changing Technology

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Applications of Machine Learning in Plant Science

Explore machine learning applications in plant sciences through Python exercises, covering key concepts and real-world examples to implement and evaluate ML approaches in plant biology.

• edX
• 12 weeks, 1-2 hours a week
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The Complete Machine Learning Course with Python

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Build a Portfolio of 12 Machine Learning Projects with Python, SVM, Regression, Unsupervised Machine Learning & More!

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• 17 hours 19 minutes
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Bayesian Machine Learning in Python: A/B Testing

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Data Science, Machine Learning, and Data Analytics Techniques for Marketing, Digital Media, Online Advertising, and More

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• 10 hours 26 minutes
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DeepLearning.AI;  Stanford

Advanced Learning Algorithms

6545 ratings at Coursera

Explore neural networks, decision trees, and best practices in machine learning. Build and train models using TensorFlow, apply multi-class classification, and learn ensemble methods for real-world AI applications.

• Coursera
• 1 day 10 hours 18 minutes
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Deep Learning Prerequisites: Linear Regression in Python

6489 ratings at Udemy

Data science, machine learning, and artificial intelligence in Python for students and professionals

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• 6 hours 20 minutes
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Mathematical Foundations of Machine Learning

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Essential Linear Algebra and Calculus Hands-On in NumPy, TensorFlow, and PyTorch

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5640 ratings at Udemy

Covers Regression, Decision Trees, SVM, Neural Networks, CNN, Time Series Forecasting and more using both Python & R

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• 1 day 9 hours 11 minutes
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Learn how to integrate robust and reliable Machine Learning Pipelines in Production

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The Top 5 Machine Learning Libraries in Python

4281 ratings at Udemy

A Gentle Introduction to the Top Python Libraries used in Applied Machine Learning

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• 1 hour 39 minutes
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An Introduction to Machine Learning for Data Engineers

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A Prerequisite for Tensorflow on Google's Cloud Platform for Data Engineers

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• 1 hour 10 minutes
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DeepLearning.AI;  Stanford

Unsupervised Learning, Recommenders, Reinforcement Learning

3663 ratings at Coursera

Explore unsupervised learning, recommender systems, and reinforcement learning. Master clustering, anomaly detection, and deep Q-learning to solve real-world AI challenges.

• Coursera
• 1 day 3 hours 51 minutes
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3354 ratings at Udemy

NON TECHNICAL COURSE specifically created for AI/ML/DL Aspirants, gives insight about Road map to A.I

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