Description
Machine Learning & Deep Learning in Python & R is the name of a machine learning and deep learning course in Python and R that covers regression, decision tree, SVM, neural networks and time series forecasting. This course covers all the steps a person needs to go through to solve business problems using linear regression. Most courses only focus on how to perform the analysis, but we believe that what happens before and after the analysis is much more important, for example before running the analysis that you have the right data and pre-processing. do on it or after the analysis you can evaluate the effectiveness of your model and interpret the results that really help your business is much more important than the analysis itself.
What you will learn in the Machine Learning & Deep Learning in Python & R course:
- How to solve real-life problems using machine learning techniques.
- Machine learning models such as linear regression, logistic regression and KNN
- Advanced machine learning models such as decision tree, XGBoost, Random Forest and SVM
- Basic understanding of statistics and machine learning concepts
- How to perform basic statistical operations and implement machine learning in Python
- Deep concepts of data collection and data processing for machine learning problems
- How to turn business problems into machine learning problems
Course details:
Publisher: Udemy
Instructors: Start-Tech Academy
English language
Training level: introductory to advanced
Number of lessons: 282 lessons in 42 sections
Duration: 35h 0m
Course headings
Course prerequisites:
Students will need to install Anaconda software, but we have a separate lecture to guide you to install the same
Pictures
Sample video
Installation guide
After Extract, view with your favorite Player.
English subtitle
Quality: 720p
Changes:
The 2021/4 version has an increase of 1 lesson compared to 2021/2.
The 2021/11 version has not changed in the number of lessons compared to 2021/4, but its total time has decreased by 1 minute.
download link
Password file(s): www.downloadly.ir
Size
10.90 GB
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