Python Machine Learning Tutorial (Data Science)
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Published 2020-09-17
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š” What you'll learn:
- Foundational machine learning concepts.
- How to apply algorithms using Python.
- Work with real-world data for practical results.
š This tutorial is perfect for you if:
- You're curious about AI and machine learning.
- You have basic Python knowledge.
- You want a hands-on learning experience.
Let's get started!
š TABLE OF CONTENT
0:00:00 Introduction
0:00:59 What is Machine Learning?
0:02:58 Machine Learning in Action
0:05:45 Libraries and Tools
0:10:40 Importing a Data Set
0:17:01 Jupyter Shortcuts
0:22:53 A Real Machine Learning Problem
0:26:09 Preparing the Data
0:29:15 Learning and Predicting
0:33:20 Calculating the Accuracy
0:39:41 Persisting Models
0:42:55 Visualizing a Decision Tree
#Python #AI #MachineLearning
All Comments (21)
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I'm so happy that you started giving courses on machine learning. I appreciate your clear teaching style.
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for info: 1) At 32:52, to avoid UserWarning: X does not have valid feature names, we need to train the model with the values of input_dataset. i.e, use X.values instead of X in model.fit(X.values, y). 2) 42:04, joblib is now a seperate py package. we now need to import it as import joblib rather than from skilearn.externals. Anyway thanks Mosh for another great tutorial..
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Dude, ive been working with python for 2 years and never really dove into machine learning. This was such a cool tutorial thank you!
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I haven't come across a tutorial that helps a complete beginner understand Machine Learning like this video. Its super simplified. Thanks a million.
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I finally got a video explaining only the topic of machine learning with python! Thank you very much Mosh! Really love this channel :)
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One of the best I have seen. The video has clear sound and it is easy to follow. You cut the unnecessary stuff out so we donāt get distracted or overwhelm by the small tiny detail that might not be important at the moment.
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Awesome video! Not only the video provided fast track intro into the world of machine learning, but also creates interest in us to learn it even if we weren't interested before. Great stuff Mosh!
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Mosh You're really helping the students which cannot afford the costliest courses online. Thanx, a lot mosh, you're such an amazing person.
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You are the reason why I started programming. I'll never forget the things you've done to help me.
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I'm so glad I stumbled upon this. You are amazing! This was very pleasant and easy to follow. I learned a ton and I especially like that you took us through your thought process while examining the music data set, too. Thank you very much! Subscribed.
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Modern teaching requires modeling, hands-on training and right to the point - step-by-step like you would do at a real the job. I believe Mosh is a natural born teacher who puts students first. Heās a true master of his craft. I want to enroll in you data science class. You are simply the best.
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Mister Mosh, thank you for all of the easy to follow tutorials that you make for us, please keep keep up the good work, i hope you post more courses (preferably in python) :)
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Words are not enough to appreciate what you present in your channel, I do believe you are number one in programming.
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Amazing tutorial! You explained everything so clearly and helped me to grasp some of the topics even better!
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i thought to myself āiāll watch a video in bed to fall asleepā - ended up watching the whole thing and realised how easy it is to get started with machine learning! thank you for the amazing video
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Finally, I found something practical rather than theoretical. Thank you sirš
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I am a university student. I was not good at programming in my first year, and always receive the less grade for programming. Then I followed your several courses. Now I am good at programming as well as other CS subjects. Thank you so much. Following your courses will make subject knowledge, how to learn programming, and how to think as a programmer. Highly recommend your all courses....ā¤
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Thank you very much sir, I've never seen a full tutorial like this specifically for machine learning, data preparation until visualization
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This was excellent material! Nice to see how well planned and put together this whole thing was. Very professional content! And it actually got me to open my laptop to download jupyter to try this out...and start learning python along the way lol! I come from programming background so not too worried about that, I just mention this as a testament to this video and as feedback to the appeal it had for this particular viewer. š
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A really cool and hands-on approach to understanding the basics of ML and decision-tree. Bravo !! 1 hr well spent.
