Computer Programming
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We mainly post about Tech Interview Prep, Machine Learning, Full Stack, Data Structures, Algorithms & Programming Languages.

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Computer Programming
dmoi-tablet.pdf
Some books on discrete maths and combinatorics
Where to learn data science from?

Blogs:
kdnuggets.com, machinelearningmastery.com, kaggleblogs, Data Science Central(https://www.datasciencecentral.com), analytics vidhya blog(https://www.analyticsvidhya.com/blog/), fastml(fastml.com,very advanced sometimes).

Books: Python machine learning, Introduction to statistical learning, Elements of Statistical learning(order according to the difficulty).

Practice: analytics vidhya, kaggle, crowdanalytix, hackerrank(sometimes the competitions are held), hackerearth(few data science competitions).

Youtubechannel: Data School, Sentdex, ML trainings.

MOOCs: How to win a kaggle competition(coursera)[RECOMMENDED], Machine Learning by andrew ng(coursera), deeplearning(specialization) on by deeplearning.ai(coursera).

Datasets: Kaggle Datasets(https://www.kaggle.com/datasets), https://lionbridge.ai/datasets/the-50-best-free-datasets-for-machine-learning/, UCI Machine Learning Repo(https://archive.ics.uci.edu/ml/index.php)

Beginner level competitions:

1. Classification - (titanic sinking)https://www.kaggle.com/c/titanic, (load price prediction) https://datahack.analyticsvidhya.com/contest/practice-problem-loan-prediction-iii/
2. Regression - https://www.kaggle.com/c/house-prices-advanced-regression-techniques


Enjoy
(thecodingbot.com, t.me/computerprogrammingcodingbot)
Python’s set – x in s

Overview Set in mathematics is a well-defined collection of distinct objects which are often called as elements or the members. In python, the sets have the following properties: Sets are unordered.Set elements are unique i.e duplicate elements are…

https://thecodingbot.com/pythons-set-x-in-s/
Computer Programming
https://www.interviewbit.com/courses/programming/topics/time-complexity/
Practice time complexity analysis questions here for your next interview
Time complexity analysis cheatsheet: http://bigocheatsheet.com/
Proof: Why the number of digits in an integer N equals ?

Overview In this short but important tutorial, we will discuss why the number of digits in an integer N is equal to . This well-known formula is used many times to optimize the runtime of…

https://thecodingbot.com/proof-why-the-number-of-digits-in-an-integer-n-equals-latex-lfloor-log_10-n-rfloor-1-latex/
How to print to stderr in Python?

Overview print() is a built-in method in python which by default writes to the python’s stdout file object. However, we can redefine the print() function to redirect the output to stderr rather than stdout. print()…

https://thecodingbot.com/how-to-print-to-stderr-in-python/
How to get the number of rows and columns in a two-dimensional array?

Overview In this tutorial, We will see how we can get the number of rows and columns in a two-dimensional array in c++. Given the array A[m][n], the rows are m and the columns are…

https://thecodingbot.com/how-to-get-the-number-of-rows-and-columns-in-a-two-dimensional-array/