Learn Data Science in Python - Analytics Vidhya · Learn Data Science in Python 11 23 30 72 68 28...

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To view the complete learning path on Python, visit here: http://bit.ly/1Iznbcw STEP 0 Before beginning you should have the answers for : - Why should I learn Python? - How would Python be useful? STEP1 Set up your Machine - Download and Install Anaconda STEP 2 Get a grip on basics of Python - Begin with Codecademy. - Properly understand Lists,Tuples, Dictionaries, List comprehensions,Dictionary comprehensions. - Start solving Python assignments STEP 7 STEP 8 Practice makes a man perfect - Practice the above steps religiously Dive deep into Deep Learning - Course by Geoff Hinton STEP 3 Master the use of regular expressions in Python -Take google class on Python -Do 'baby names' excercise - Understand about Text Mining STEP 6 Time to conquer SciKit Learn and Machine Learning - Refer to Harvard's CS109 course - Machine Learning course by Andrew Ng - Practice Assignments -------- Beginner Level Completed -------- ----- Intermediate Level Completed ------ ------ Advanced Level Completed ----- ------ Expert Level Completed -------- STEP 5 Data Visualization in Python - Harvard's tutorial on DV - Practice Assignment Learn Data Science in Python 11 23 30 72 68 28 22 13 STEP 4 Gain mastery on Scientific Libraries in Python - NumPy, SciPy, Matplotlib, Pandas. - Focus on NumPy Arrays - Go through tutorials of NumPy, SciPy, Pandas application module module instance

Transcript of Learn Data Science in Python - Analytics Vidhya · Learn Data Science in Python 11 23 30 72 68 28...

Page 1: Learn Data Science in Python - Analytics Vidhya · Learn Data Science in Python 11 23 30 72 68 28 22 13 STEP 4 Gain mastery on Scientific Libraries in Python - NumPy, SciPy, Matplotlib,

To view the complete learning path on Python, visit here:

http://bit.ly/1Iznbcw

STEP 0Before beginning you should have the answers for : - Why should I learn Python? - How would Python be useful?

STEP1Set up your Machine

- Download and Install Anaconda

STEP 2Get a grip on basics of Python - Begin with Codecademy.- Properly understand Lists,Tuples, Dictionaries, List comprehensions,Dictionary comprehensions.- Start solving Python assignments

STEP 7

STEP 8

Practice makes a man perfect - Practice the above steps religiously

Dive deep into Deep Learning - Course by Geoff Hinton

STEP 3Master the use of regular expressions in Python

-Take google class on Python-Do 'baby names' excercise

- Understand about Text Mining

STEP 6Time to conquer SciKit Learn and Machine Learning - Refer to Harvard's CS109 course - Machine Learning course by Andrew Ng - Practice Assignments

-------- Beginner Level Completed --------

----- Intermediate Level Completed ------

------ Advanced Level Completed -----

------ Expert Level Completed --------

STEP 5 Data Visualization in Python - Harvard's tutorial on DV - Practice Assignment

Learn Data Science in Python

11 23 30 72 68 28 22 13

STEP 4Gain mastery on Scientific Libraries in Python- NumPy, SciPy, Matplotlib, Pandas.- Focus on NumPy Arrays - Go through tutorials of NumPy, SciPy, Pandas

application

module module

instance