[Free Download] Machine Learning, Data Science and Deep Learning with Python

Machine Learning, Data Science and Deep Learning with Python Free Download

4.5 (17,250 ratings)
107,554 students enrolled
Created by Sundog Education by Frank Kane, Frank Kane
Last updated 11/2019
English

 

Complete hands-on machine learning tutorial with data science, Tensorflow, artificial intelligence, and neural networks

Machine Learning, Data Science and Deep Learning with Python Download Free Udemy Course

Machine Learning, Data Science and Deep Learning with Python Download Free Udemy Course

What you’ll learn
Build artificial neural networks with Tensorflow and Keras
Classify images, data, and sentiments using deep learning
Make predictions using linear regression, polynomial regression, and multivariate regression
Data Visualization with MatPlotLib and Seaborn
Implement machine learning at massive scale with Apache Spark’s MLLib
Understand reinforcement learning – and how to build a Pac-Man bot
Classify data using K-Means clustering, Support Vector Machines (SVM), KNN, Decision Trees, Naive Bayes, and PCA
Use train/test and K-Fold cross validation to choose and tune your models
Build a movie recommender system using item-based and user-based collaborative filtering
Clean your input data to remove outliers
Design and evaluate A/B tests using T-Tests and P-Values

Machine Learning, Data Science and Deep Learning with Python udemy tutorials free download

This course includes
14 hours on-demand video
6 articles
Full lifetime access
Access on mobile and TV
Certificate of Completion

 

Getting Started
11 lectures
01:00:23

Statistics and Probability Refresher, and Python Practice
13 lectures
02:02:16

Predictive Models
4 lectures
35:07

Machine Learning with Python
15 lectures
01:22:40

Recommender Systems
6 lectures
49:10

More Data Mining and Machine Learning Techniques
9 lectures
01:17:44

Dealing with Real-World Data
10 lectures
01:12:16

Apache Spark: Machine Learning on Big Data
12 lectures
01:33:02

Experimental Design / ML in the Real World
6 lectures
41:58

Deep Learning and Neural Networks
19 lectures
03:01:07

Final Project
2 lectures
16:45

You made it!
3 lectures
04:37

Data Science and Deep Learning with Python udemy online courses A really well made course. Lectures are mostly clear and by the end of it I was able to do the final project quite easily so the course thought me well enough.

The teacher has practical experience in Data Science and that is a huge plus for me.

Covers the basics of what you need and how to get better after finishing the course.I’m a database oriented developer that some would consider a dinosaur. This course clarified many AI and ML misconceptions I had. The instructor’s (Frank’s) knowledge and experience is obvious. He is able to explain complicated and “buzz word” concepts in clear and simplified terms using real world examples. The course will not make you a Data Scientist, but provides good basics and guidance to take it to the next level. I would also recommend the course to seasoned Developers looking to get a real world understanding of AI and Machine Learning.

The explanations could be much more simple. The overall explanation about the concept of each subject is very good but in terms of programming it is not what I expected at all. Similar videos on YouTube are much more clear than these videos!

https://www.udemy.com/course/data-science-and-machine-learning-with-python-hands-on/

Download Udemy Course File 7.59 GB ↓

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