Complete DataScience with Python and Tensorflow

Learn about machine learning, deep learning, text analytics using python and tensorflow

3.35 (60 reviews)
Udemy
platform
English
language
Data Science
category
Complete DataScience with Python and Tensorflow
341
students
11 hours
content
Jul 2018
last update
$49.99
regular price

What you will learn

Learn about the basics of python as a language: basic syntax, data structure in python ,conditional statements and loops , expression and operators, Functions

Learn about essential Python libraries for data science/ analysis e.g. Pandas, Matplotlib, Numpy

Learn to do exploratory data analysis in Python

Learn how to deal with categorical variables, numerical variables

Learn about missing value analysis, outlier analysis, feature transformation etc.

Learn about basics of machine learning : supervised/ unsupervised, regression/ classification, metrics used for regression and classification

Learn about popular machine learning algorithms (Keep an eye on this section, this will be updated as per demand)

Learn how decision tree, association rule, naive bayes etc. works by building them from scratch in excel (don't worry if you are not familiar with excel, everything will be explained)

Learn how to handle text data. Learn about NLTK : Tokenization, Lemmatization etc. Learn about regex. Learn about bag of words and TF-IDF approach. Build a text classification Model

Learn about the basics of TensorFlow

Learn about Artifical Neural Network, Convolutional Neural Network and Recurrent Neural Network and implement it on MNIST data set

Why take this course?

This course is for anyone who is interested in machine learning, deep learning and text analytics. This course assumes no previous knowledge, this course will also cover the basics of python and all the essential libraries(Pandas, Numpy, Matplotlib, Sklearn, TensorFlow, NLTK etc.) that will help students in their data science journey. 

Screenshots

Complete DataScience with Python and Tensorflow - Screenshot_01Complete DataScience with Python and Tensorflow - Screenshot_02Complete DataScience with Python and Tensorflow - Screenshot_03Complete DataScience with Python and Tensorflow - Screenshot_04

Reviews

Masoom
April 7, 2020
python installation link is not available and behalf of that another link has not been provided. didn't explain why this library is imported and how it will work .
Yazhini
July 11, 2019
The voice is not clear. its giving some irritation to the ears which led to get not interest with the lecture, can be better.
Daniela
January 30, 2019
It was really nice to have a lot of simple examples to understand the basics. To show calculations in excel made things clear and good for understanding.
Lawrence
December 22, 2018
i wonder where he made the recordings so bad with so much echo and you cannot just not hear anything. It appears like the recording was made in an auditorium, forest, or by the road side..
Nupur
December 15, 2018
An extremely interesting, application oriented and detailed course with lots of useful informations. I really enjoyed the course content and thoroughly recommend it to anyone looking to get into it.
Rohan
September 9, 2018
Adding exercises would have made it a little more interactive. Also, please provide the content which you are using while explaining, like the excel sheets or csv files used for explaining different concepts, so that atleast the students can try getting hands on that while learning, since there are not exercises to brush up the concepts after they are taught
Gaurav
July 12, 2018
These videos are very helpful and it explains the Python from basics. It is very helpful for people who are new to Python and also new to Programming. The Author's command over subject is vast and he explains the topics from basics so any layman can able to understand Python. The communicating language used by Author is very simple and understandable. These videos help me overcome my fear over programming and also over Python language. I will great future to the Author
John
June 26, 2018
This is exactly what i was looking for, the content and teaching methodology is good. The instructor is knowledgeable. Now i will try to incorporate the learnings in my current projects. One suggestion, please try to add some quizzes that would be really helpful for the students.

Charts

Price

Complete DataScience with Python and Tensorflow - Price chart

Rating

Complete DataScience with Python and Tensorflow - Ratings chart

Enrollment distribution

Complete DataScience with Python and Tensorflow - Distribution chart
1706472
udemy ID
5/21/2018
course created date
12/20/2019
course indexed date
Bot
course submited by