Description
Python programming: machine learning, deep learning | Python is a machine learning and deep learning course in Python published by Udemy Academy. Machine learning is not only used for intelligent typing or speech recognition on smartphones, it is now widely used in new industries and to solve new problems. If you are a marketer, video game designer or programmer, this course is for you. First, you will discover the basics of Python and the Numpy library to take the first step towards deep learning. Next, you will go through the history of machine learning in Python and then learn Python programming for machine learning. Machine learning topics, models and algorithms will be taught from zero to hundred. The next step will be artificial neural networks (ANN) and the Tensorflow and Keras libraries. Then convolutional neural networks (CNN),You will learn recursive neural networks (RNN) and LTSM networks. In the next step, you will learn Transfer Learning, and in the last step, you will complete Python projects based on what you have learned. The topics of the course will be taught, from the most fundamental to the end of in-depth learning, accompanied by examples.
What is Python Programming: Machine Learning, Deep Learning | You will learn Python:
- Basic topics of Python programming language and Numpy library
- What is artificial intelligence, machine learning and deep learning
- History of Machine Learning and Python Programming
- Concepts of Turing machine and Turing test
- Machine learning logic such as machine learning algorithms and models, data collection and processing, testing and testing of machine learning models, and…
- The concept of artificial neural networks (ANN)
- Neural Network Anatomy
- Matrix and tensor operations
- CNN, RNN, LTSM networks
Course Specifications
Editor: Udemy
Instructor: Ali̇ CAVDAR
French language
Education level: basic to advanced
Number of courses: 61
Training duration: 10 hours and 58 minutes
Course themes for 2021/5
Prerequisite courses
Math skills will improve your understanding
Be able to download and install all free software and tools necessary for practice
A strong work ethic, a willingness to learn and lots of enthusiasm for the back doors of the digital world
Just you, your computer and your ambition to get started now!
class photos
Python Programming Introduction Video: Machine Learning, Deep Learning | Python
installation guide
After the clip, watch with your favorite reader.
english subtitles
Quality: 720p
Download link
File password(s): free download software
size
2.62 GB