[ FreeCourseWeb.com ] Mastering Machine Learning Algorithms: A Project Tutor
Download More Latest Courses Visit -->> https://FreeCourseWeb.com
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: aac, 44100 Hz
Language: English | VTT | Size: 1.37 GB | Duration: 3.5 hours
What you'll learn
In this hands-on project based course, students will learn fundamentals and actual implementation of various machine learning algorithms.
Build regressor, classifier and clusters for real world application using online project working environment and that too without downloading any software.
Make prediction using linear regression and optimization model coefficents using gradient descent algorithm
To build a logistic regression classifier to predict customer purchased decision
To classify mall customers based on k means clustering for market basket analysis. Use of ELBOW method to detect optimal k value
To identifying the gender of a voice using SVM classifier
Data visualization with seaborn and matplotlib library
Model perfromance evalution using metrics like MSE, R-square error, confusion matrix, precision, recall, f1-score
K-fold cross validation method
Requirements
Beginner python is required; but that is also optional.
Google colab -free cloud based Jupyter notebook environment
Description
This project based course consists of video lectures with coding on cloud based Jupyter notebooks.
It guides you to set up an easy and interactive project working environment without downloading any software.
It’s a bunch of 5 projects based on machine learning algorithms covering all details of implementation in python.
You can go through side by side video lectures to implement step wise projects inthe given worksheet as per your pace.
Use Winrar to Extract. And use a shorter path when extracting, such as C: drive
ALSO ANOTHER TIP: You Can Easily Navigate Using Winrar and Rename the Too Long File/ Folder Name if Needed While You Cannot in Default Windows Explorer. You are Welcome ! :)
Download More Latest Courses Visit -->> https://FreeCourseWeb.com
Get Latest Apps Tips and Tricks -->> https://AppWikia.com
We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...
