Python Machine Learning Tutorial (Data Science)

Показать описание

Build your first AI project with Python! 🤖 This beginner-friendly machine learning tutorial uses real-world data.

💡 Need Python basics? Check out these resources:

✋ Stay connected:

💡 What you'll learn:
- Foundational machine learning concepts.
- How to apply algorithms using Python.
- Work with real-world data for practical results.

👉 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!

📖 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

Рекомендации по теме

Комментарии

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..

fullstackspiderman

I haven't come across a tutorial that helps a complete beginner understand Machine Learning like this video. Its super simplified. Thanks a million.

codewithchikwa

I'm so happy that you started giving courses on machine learning. I appreciate your clear teaching style.

pantepember

You are the reason why I started programming. I'll never forget the things you've done to help me.

veotic

i thought to myself “i’ll watch a video in bed to fall asleep” - ended up watching the whole thing and realised how easy it is to get started with machine learning! thank you for the amazing video

ASOT

Words are not enough to appreciate what you present in your channel, I do believe you are number one in programming.

mohammedalghaili

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 don’t get distracted or overwhelm by the small tiny detail that might not be important at the moment.

Samudraladivya-dw

I finally got a video explaining only the topic of machine learning with python! Thank you very much Mosh! Really love this channel :)

outlawfrom

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....❤

tharakadissanayake

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. He’s a true master of his craft. I want to enroll in you data science class. You are simply the best.

azagua

i thought to myself “i’ll watch a video in bed to fall asleep” - ended up watching the whole thing and realised how easy it is to get started with machine learning! thank you for the amazing video

Guerra-kgiq

Mosh You're really helping the students which cannot afford the costliest courses online. Thanx, a lot mosh, you're such an amazing person.

ashishsolanki

data analysts should be charged for animal trafficking, , as they import pandas and feed them to python.

UjjwalKumar-wgwu

Hey Mosh, your contents and teaching style are straightforward and easy to follow. It would be great help if you do some tutorials based on medical imaging (CT, MRI) data! I am having difficulties in dealing with those. Thank you!

taindraneupane

You are the best teacher please make a full course on machine learning and deep learning.

garvitpahwa

I'm flat out amazed how easy sklearn is to use. It basically does all the work for you.

redfox_hh

Dude you are literally amazing, few months ago I bought your Python Mastery Course now you uploaded this for free, you are saving millions of people (by getting jobs) lol

krishklicks.

I am not going to lie, but that was one of the best video tutorials I have seen on ML. I kept on thinking that ML would be beyond me, but I, amaged to grasp the fundamentals and understood further. Thank you so much for this. You have a subscriber.

paulmampilly

This is the best tutorial I've ever seen. The best use of time .❤️

anveshdange

Thanks, now I got an overview of what Machine learning is all about, and how we go about solving problems using algorithms. THANKS.

Fakipo

Python Machine Learning Tutorial (Data Science)

Python Machine Learning Tutorial (Data Science)

Build your first machine learning model in Python

Machine Learning Algorithms | Machine Learning Tutorial | Data Science Algorithms | Simplilearn

Real-World Python Machine Learning Tutorial w/ Scikit Learn (sklearn basics, NLP, classifiers, etc)

Machine Learning Tutorial Python -1: What is Machine Learning?

Python Machine Learning Tutorial #4 - Saving Models & Plotting Data

Machine Learning with Python | Machine Learning Tutorial for Beginners | Machine Learning Tutorial

Machine Learning Explained in 100 Seconds

Feature Scaling with Standard Scaler: Step-by-Step Guide for Machine Learning in Python

Machine Learning in Python: Building a Classification Model

Machine Learning With Python Full Course 2023 | Machine Learning Tutorial for Beginners| Simplilearn

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Build Your First Machine Learning Project [Full Beginner Walkthrough]

Machine Learning in Python: Building a Linear Regression Model

Machine Learning Tutorial Python - 7: Training and Testing Data

Machine Learning | What Is Machine Learning? | Introduction To Machine Learning | 2024 | Simplilearn

Python Machine Learning Tutorials For Beginners

Time Series Forecasting with XGBoost - Use python and machine learning to predict energy consumption

Machine Learning Full Course - Learn Machine Learning 10 Hours | Machine Learning Tutorial | Edureka

Linear Regression Analysis | Linear Regression in Python | Machine Learning Algorithms | Simplilearn

Python Machine Learning Tutorial #8 - Using Sklearn Datasets

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

Data Science With Python | Python for Data Science | Python Data Science Tutorial | Simplilearn

Machine Learning Tutorial Python - 2: Linear Regression Single Variable