Machine Learning Tutorial Python - 3: Linear Regression Multiple Variables

In this machine learning tutorial with python, we will write python code to predict home prices using multiple variable linear regression in python (using sklearn linear_model). Home prices are dependent on 3 independent variables: area, bedrooms and age. Pandas dataframe is used to fill missing values first and then use that dataset to train a multivariate regression model.You can use exercise at the end to consolidate your understanding on whatever you have learnt in this machine learning tutorial.

#MachineLearning #PythonMachineLearning #MachineLearningTutorial #Python #PythonTutorial #PythonTraining #MachineLearningCource #LinearRegression #sklearntutorials #scikitlearntutorials

Code: https://github.com/codebasics/py/blob...
(Exercise is at the end of the ipynb notebook so just open that file and read through)

Exercise solution: https://github.com/codebasics/py/blob...

Topics that are covered in this Machine Learning Video:
0:00 Linear Regression With Multiple Variables:
0:48 Data set
2:07 Linear Equation
3:28 Load Data in Pandas Data Frame
4:16 Data preeprocessing (Handle Missing Values)
6:17 Train Lemear Model
8:18 Predict home prices using trained model
11:35 Exercise to predict hired candidates salary based on few parameters

Topic Highlights:
1) Data Preprocessing Handle Missing Values
2) Linear Regression Using Multiple Variables
3) Train Lemear Model
4) Exercise to predict hired candidates salary based on few parameters

Do you want to learn technology from me? Check https://codebasics.io/?utm_source=des... for my affordable video courses.

Next Video:
Machine Learning Tutorial Python - 4: Gradient Descent and Cost Function:    • Machine Learning Tutorial Python - 4:...  

Very Simple Explanation Of Neural Network:    • Neural Network Simply Explained | Dee...  

Populor Playlist:
Data Science Full Course:    • Data Science Full Course For Beginner...  

Data Science Project:    • Machine Learning & Data Science Proje...  

Machine learning tutorials:    • Machine Learning Tutorial Python -1: ...  

Pandas:    • Python Pandas Tutorial 1. What is Pan...  

matplotlib:    • Matplotlib Tutorial 1 - Introduction ...  

Python:    • Why Should You Learn Python? | Comple...  

Jupyter Notebook:    • What is Jupyter Notebook? | Jupyter N...  

To download csv and code for all tutorials: go to https://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.

Tools and Libraries:
Scikit learn tutorials
Sklearn tutorials
Machine learning with scikit learn tutorials
Machine learning with sklearn tutorials

🌎 My Website For Video Courses: https://codebasics.io/?utm_source=des...

Need help building software or data analytics and AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website.

#️⃣ Social Media #️⃣
🔗 Discord:   / discord  
📸 Dhaval's Personal Instagram:   / dhavalsays  
📸 Codebasics Instagram:   / codebasicshub  
🔊 Facebook:   / codebasicshub  
📱 Twitter:   / codebasicshub  
📝 Linkedin (Personal):   / dhavalsays  
📝 Linkedin (Codebasics):   / codebasics  
🔗 Patreon: https://www.patreon.com/codebasics?fa...