DataAnalysis-batch4

Here you can find the Data Analysis Jupyter notebooks and recorded sessions link.

Find Recorded Sessions link here -- RecordedSessionsLink

Slack channel invitation Link

Find your details Here

For upcoming updates in APSSDC join in Telegram

Important Links for reference

1. Anaconda Software Downloading & Installing Step by Step
2. Jupyter Markdown Syntax
3. Jupyter Math Markdown Syantax

Numpy

• Numpy_Official_Website

Pandas

1. Pandas Official website
2. Pandas cheat sheet

Data Prepreccessing

0. sklearn.preprocessing Module
1. Kaggle
2. Google Datset Search Engine
3. Data.World
4. UC Irvine Machine Learning Repository
5. Ways to detect outliers

MAtplotlib Library

1. matplotlib Official Website
2. matplotlib Cheat Sheets
3. matplotlib-tutorial

Certification courses on ML,DS,DE

free certification on datacamp

Data Analysis Reference and Practise

1. 100 numpy exercises.
2. Pandas Exercises
3. Data Analysis Projects.
4. GitHub is a Version Control tool everyone should learn few bacic commands - GitHub 101.
5. Everyone should have LinkedIn account for future job purpose build nice LinkedIn profile and try to Create one portfolio of yours.
6. Finally few free courses avaliable due to Covid19 which I have sorted and written Medium Blog.

At the end of the day it is not only learning but we have have to apply the things which we have learned. so try do some projects or try to write a blog of what you have in these six days or when you have learned something new on @Medium, @dev.to, or write an article @LinkedIn