Machine Learning And Deep Learning Projects In Python
Published 8/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.57 GB | Duration: 5h 33m

20 practical projects of Machine Learning and Deep Learning and their implementation in Python along with all the codes

What you'll learn
Introducing the structure of Machine Learning and Deep Learning and their application in real problems
Introducing Machine Learning and Deep Learning algorithms and launching them in projects
Implementing Machine Learning and Deep Learning algorithms in Python
Familiarity with Python syntax for using Machine Learning and Deep Learning
Familiarity with Prediction Models
Data preparation and Visualization for use in Machine Learning and Deep Learning algorithms
Using Case Studies in projects
Learning how to use APIs to collect up-to-date data and learn about different Data sets
Introducing and using different Machine Learning and Deep Learning libraries in Python
Getting to know different Neural Networks and using them in real projects
Image processing using Artificial Neural Network (ANN) in Python
Classification with Neural Networks using Python
Familiarity with Natural Language Processing (NLP) and its use in projects
Forecasting the amount of sales, product price, sales price, etc.
Introducing and using algorithm validation metrics such as: Confusion matrix, Accuracy score, Precision score, Recall score, F1 score, etc.
+40 Cheat Sheets of Data Science, Machine Learning, Deep Learning and Python

Requirements
Basic Python

https://www.udemy.com/course/machine-learning-and-deep-learning-projects-in-python/