Machine Learning and Deep Learning Projects in Python

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