**Machine Learning**(ML) is a subset of **Artificial Intelligence**(AI).

**Machine Learning has the ability to learn from experience(data) to solve the real-world problem without being explicitly programmed.**

It has the set of **mathematical algorithms** that train on a data set to make predictions or take actions in order to optimize some problem.

It has mainly three types:

**Supervise Learning****Unsupervised Learning****Reinforcement Learning**

## Python Library for Machine Learning

To solve the Machine Learning problem for that data gathering, cleaning and visualization must be done. For that bellow python library, you should learn first.

### NumPy

### Matplotlib

**Python Matplotlib Tutorial****Matplotlib Line Plot****Matplotlib Histogram****Matplotlib Bar Chart****Matplotlib Pie Chart****Matplotlib Scatter Plot****Matplotlib Subplot****Matplotlib Save Figure****Matplotlib Image Show**- ……
- Course in progress …

### Feature Engineering

**Best 6 Methods to Handling Missing Values/Data Smartly – Data Cleaning****One Hot Encoding & Dummy Variables | Categorical Variable Encoding****Feature Scaling – Standardization vs Normalization****Label Encoding vs Ordinal Encoding | Categorical Variable Encoding**

### Machine Learning Project

**Machine Learning Project End to End: Student Mark Prediction****Directing Customers to Subscription Through Financial App Behavior Analysis****Breast Cancer Detection Using Machine Learning Classifier****House Prices Prediction Advanced Regression Techniques | Kaggle Competition****Bangalore House Price Prediction Machine Learning Project till Deployment**

### Seaborn

**Python Seaborn Tutorial****Seaborn Line Plot****Seaborn Histogram****Seaborn Barplot****Seaborn Scatter Plot****Seaborn Heatmap****Seaborn Pairplot**- ……
- Course in progress …

### Statistics for Machine Learning

### Machine Learning Algorithms

**Linear Regression****Root Mean Square Error****Ridge and Lasso Regression****Polynomial Linear Regression****Support Vector Regression****Support Vector Machine (SVM) Classification****Decision Tree Classification****Decision Tree Regression****Random Forest Classification****Random Forest Regression****K Nearest Neighbor Classification****K Nearest Neighbor Regression****Naïve Bayes Classifier****Save & Load Machine Learning Model**

sir plzz upload more video

Yes

upload video about scikit learn

yes

when u upload vedio on scikit lern

Please check out new videos on the channel

sir upload more video

sure

sir plase make videos on Skleaern

sir plz make more videos as soon as possible

Sir please video on outlier remove

sure

sir upload more and more videos…please

You are awsome

Thank you Darksider

Are you providing certification courses?

Not now

Sir where is machine learning syllabuse

Great service sir,

Sir from where i can download the excel or csv files used in videos

sir please make videos on Ensemble Learning please please

Sir please make videos on ensemble learning please sir please

yes

sir, please… upload the videos of scikit learn and scipy.

haider i am also from pakistan please contact me i want to discuss with you about some topics ……[email protected]….my email

sir I would to like take certificate from your institute.

I am from Pakistan. Can I got?

Hello sir,

Abhi tk jitne VDO bnaye sir Apne Uske liye bht bht thanks sirji…ap bht acche se explain krte ho har topics..u r god gifted sir..🙏🙏

please upload the next videos of scikit learn and scipy.

Hi sir,

I watching your machine learning videos on you tube, current I learn on pandas library.

I want to this code and csv files, so what do for it.

Thank you.