Showing posts with label DataScience. Show all posts
Showing posts with label DataScience. Show all posts

Sunday, May 2, 2021

Data Science Important Links

 Python

Primitive datatypes

Control flows

Collections

Exception Handling

OOPS concepts

File Handling

Logging


https://www.udemy.com/course/python-and-django-full-stack-web-developer-bootcamp/


Unix

Shell scripting


https://www.tutorialspoint.com/unix/index.htm


Database

SQL

MongoDB


https://www.tutorialspoint.com/sql/index.htm

https://www.tutorialspoint.com/mongodb/index.htm


Web Development

HTML

CSS


https://www.w3schools.com/html/

https://www.tutorialspoint.com/html/index.htm

https://www.tutorialspoint.com/html5/index.htm

https://www.w3schools.com/css/

https://www.tutorialspoint.com/css/css3_tutorial.htm


Machine Learning

Supervised Learning

Unsupervised Learning

Linear regression

Logistic regression

Decision Trees

K-Means


https://www.udemy.com/course/python-and-django-full-stack-web-developer-bootcamp/

https://www.coursera.org/learn/machine-learning


https://developers.google.com/machine-learning/crash-course/


Intermediate Level


Python

Beginner concepts

Collections

OOPS concepts

Breakpoint Debugging

Multithreading

Logging


https://www.udemy.com/course/python-and-django-full-stack-web-developer-bootcamp/


Unix

Shell scripting


https://www.tutorialspoint.com/unix/index.htm


Database

SQL

MongoDB


https://www.tutorialspoint.com/sql/index.htm

https://www.tutorialspoint.com/mongodb/index.htm


Web Development

HTML

CSS


https://www.w3schools.com/html/

https://www.tutorialspoint.com/html/index.htm

https://www.tutorialspoint.com/html5/index.htm

https://www.w3schools.com/css/

https://www.tutorialspoint.com/css/css3_tutorial.htm


Machine Learning

Flask Django

Beginner concepts


https://www.udemy.com/course/python-and-django-full-stack-web-developer-bootcamp/

https://www.coursera.org/learn/machine-learning


Bagging

Boosting

Deep Learning

https://developers.google.com/machine-learning/crash-course/