Machine Learning Regression Masterclass in Python

Course Name : Machine Learning Regression Masterclass in Python
Students : 5,737
Duration : 11 hrs
Avg Rating : 4.5
Original Price : $119.99
Discouont Price : $9.99
Instructor / Provider : Ryan Ahmed, Udemy
Course Type : Self Paced Online Course. Lifetime Access

Build 8+ Practical Projects and Master Machine Learning Regression Techniques Using Python, Scikit Learn and Keras
Instructed by Ryan Ahmed 10.5 hours on-demand video, 3 articles & 1 downloadable resource

After completing the course, you will…

• Master Python programming and Scikit learn as applied to machine learning regression
• Understand the underlying theory behind simple and multiple linear regression techniques
• Apply simple linear regression techniques to predict product sales volume and vehicle fuel economy
• Apply multiple linear regression to predict stock prices and Universities acceptance rate
• Cover the basics and underlying theory of polynomial regression
• Apply polynomial regression to predict employees’ salary and commodity prices
• Understand the theory behind logistic regression
• Apply logistic regression to predict the probability that customer will purchase a product on Amazon using customer features
• Understand the underlying theory and mathematics behind Artificial Neural Networks
• Learn how to train network weights and biases and select the proper transfer functions
• Train Artificial Neural Networks (ANNs) using back propagation and gradient descent methods
• Optimize ANNs hyper parameters such as number of hidden layers and neurons to enhance network performance
• Apply ANNs to predict house prices given parameters such as area, number of rooms..etc
• Assess the performance of trained Machine learning models using KPI (Key Performance indicators) such as Mean Absolute error, Mean squared Error, and Root Mean Squared Error intuition, R-Squared intuition, Adjusted R-Squared and F-Test
• Understand the underlying theory and intuition behind Lasso and Ridge regression techniques
• Sample real-world, practical projects

Who this course is for:

• Data Scientists who want to apply their knowledge on Real World Case Studies
• Machine Learning Enthusiasts who look to add more projects to their Portfolio

Similar Courses

• Python & Machine Learning for Financial Analysis
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Are there any limitations to access Machine Learning Regression Masterclass in Python coupon Code?

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What types of Downloadable resources are included in the course?

Machine Learning Regression Masterclass in Python course includes a variety of resources, such as:

Video lectures

Coding exercises and quizzes

Downloadable code files and project templates

PDF guides and notes

Can I get a refund for Machine Learning Regression Masterclass in Python course, If I purchased with a coupon?

Yes, Udemy offers a 30-day money-back guarantee for all courses purchased on the website, even if you used a coupon to purchase the course.

Can I get a certificate after completing the course?

Yes, Udemy provides certificates of completion for courses that you have successfully finished. Once you complete all the requirements of a course, such as watching all the video lectures and completing any quizzes or assignments, you should be eligible to receive a certificate.