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Machine Learning using Python Programming

05 Aug, 2021by Admin 47
Machine Learning using Python Programming
Machine Learning using Python Programming

Get Udemy Coupon 100% OFF For Machine Learning using Python Programming Course

‘Machine Learning is all about how a machine with an artificial intelligence learns like a human being’

Welcome to the course on Machine Learning and Implementing it using Python 3. As the title says, this course recommends to have a basic knowledge in Python 3 to grasp the implementation part easily but it is not compulsory.

This course has strong content on the core concepts of ML such as it’s features, the steps involved in building a ML Model – Data Preprocessing, Finetuning the Model, Overfitting, Underfitting, Bias, Variance, Confusion Matrix and performance measures of a ML Model. We’ll understand the importance of many preprocessing techniques such as Binarization, MinMaxScaler, Standard Scaler

We can implement many ML Algorithms in Python using scikit-learn library in a few lines. Can’t we? Yet, that won’t help us to understand the algorithms. Hence, in this course, we’ll first look into understanding the mathematics and concepts behind the algorithms and then, we’ll implement the same in Python. We’ll also visualize the algorithms in order to make it more interesting. The algorithms that we’ll be discussing in this course are:

1. Linear Regression

2. Logistic Regression

3. Support Vector Machines

4. KNN Classifier

5. KNN Regressor

6. Decision Tree

7. Random Forest Classifier

8. Naive Bayes’ Classifier

9. Clustering

And so on. We’ll be comparing the results of all the algorithms and making a good analytical approach. What are you waiting for?

Who this course is for:

Beginner Python developers

WHAT WILL YOU LEARN IN THIS COURSE:

Machine Learning Algorithms & Terminologies
Artificial Intelligence
Python Libraries – Numpy, Pandas, Scikit-learn, Matplotlib, Seaborn

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IF YOU FIND THIS FREE UDEMY COURSEMachine Learning using Python “USEFUL AND HELPFUL PLEASE GO AHEAD SHARE THE KNOWLEDGE WITH YOUR FRIENDS WHILE THE COURSE IS STILL AVAILABLE


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