sklearn.model_selection.train_test_split method is used in machine learning projects to split available dataset into training and test set. This way you can train and test on separate datasets. When you test your model using dataset that model didn't see during training phase, it will give you better idea on the accuracy of a model.
#MachineLearning #PythonMachineLearning #MachineLearningTutorial #Python #PythonTutorial #PythonTraining #MachineLearningCource #MachineLearningMethod #DataTraining #sklearntutorials #scikitlearntutorials
Code: github.com/codebasics/py/blob/master/ML/6_train_test_split/train_test_split.ipynb
Topics that are covered in this Video:
0:00 - Theory behind why we need to split given dataset into training and test using sklearn train set split method.
0:54 - Coding (Here we use car price prediction problem to demonstrate train test split)
2:14 - Use train_test_split from sklearn
3:54 - Use of random state method
4:49 - Use of fit() method to train your model
5:35 - Score() method (to check the accuracy of the model)
Do you want to learn technology from me? Check codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses.
Next Video:
Machine Learning Tutorial Python - 8: Logistic Regression (Binary Classification): youtube.com/watch?v=zM4VZR0px8E&list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw&index=8
Very Simple Explanation Of Neural Network: youtube.com/watch?v=ER2It2mIagI
Populor Playlist:
Data Science Full Course: youtube.com/playlist?list=PLeo1K3hjS3us_ELKYSj_Fth2tIEkdKXvV
Data Science Project: youtube.com/watch?v=rdfbcdP75KI&list=PLeo1K3hjS3uu7clOTtwsp94PcHbzqpAdg
Machine learning tutorials: youtube.com/watch?v=gmvvaobm7eQ&list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw
Pandas: youtube.com/watch?v=CmorAWRsCAw&list=PLeo1K3hjS3uuASpe-1LjfG5f14Bnozjwy
matplotlib: youtube.com/watch?v=qqwf4Vuj8oM&list=PLeo1K3hjS3uu4Lr8_kro2AqaO6CFYgKOl
Python: youtube.com/watch?v=eykoKxsYtow&list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0&index=1
Jupyter Notebook: youtube.com/watch?v=q_BzsPxwLOE&list=PLeo1K3hjS3uuZPwzACannnFSn9qHn8to8
Tools and Libraries:
Scikit learn tutorials
Sklearn tutorials
Machine learning with scikit learn tutorials
Machine learning with sklearn tutorials
To download csv and code for all tutorials: go to github.com/codebasics/py, click on a green button to clone or download the entire repository and then go to relevant folder to get access to that specific file.
🌎 My Website For Video Courses: codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description
Need help building software or data analytics and AI solutions? My company atliq.com/ can help. Click on the Contact button on that website.
#️⃣ Social Media #️⃣
🔗 Discord: discord.gg/r42Kbuk
📸 Dhaval's Personal Instagram: instagram.com/dhavalsays/
📸 Codebasics Instagram: instagram.com/codebasicshub/
🔊 Facebook: facebook.com/codebasicshub
📱 Twitter: twitter.com/codebasicshub
📝 Linkedin (Personal): linkedin.com/in/dhavalsays/
📝 Linkedin (Codebasics): linkedin.com/company/codebasics/
🔗 Patreon: patreon.com/codebasics?fan_landing=true
- Machine Learning Tutorial Python - 7: Training and Testing Data ( Download)
- Train Test Split with Python Machine Learning (Scikit-Learn) ( Download)
- ML 2 : Training VS Testing Dataset in Machine Learning with Examples ( Download)
- Training and Testing Data Splitting in Python ( Download)
- Python Machine learning - Train Test Split - Sklearn ( Download)
- Python Machine Learning Tutorial (Data Science) ( Download)
- Machine Learning with Python video 8 :How to split the dataset into Test and Train ( Download)
- Splitting Training and Test Data for Machine Learning Using Python and Scikit Learn tutorial ( Download)
- Project 44: Stock Trend Prediction Using Python & Machine Learning | Flask | LSTM ( Download)
- Build your first machine learning model in Python ( Download)
- Python Machine Learning Tutorial #4 - Saving Models & Plotting Data ( Download)
- Machine Learning with Python | Part 4 | Creating Train & Test Dataset & evaluating model with MSE ( Download)
- Best Programming Language For AI in 2024 | Intellipaat #Shorts #AI #Python ( Download)
- Time Series Forecasting with XGBoost - Use python and machine learning to predict energy consumption ( Download)
- All Machine Learning Models Explained in 5 Minutes | Types of ML Models Basics ( Download)