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advancedpythonprogramming

Build high performance, concurrent, and multi-threaded apps with Python using proven design patterns

algomeetup

Notebooks used for presentation in Algorithms Meetup with the Fastai Study Group.

approachingalmost

Approaching (Almost) Any Machine Learning Problem

btre_project

Django Real State Project

calc3

Simple javascript calculator for course labs

complex-sql-practice-for-interview

I have tried to solve some complex SQL interview questions that had been asked in several company. Collected this question from Ankit Bansal. He made a organized playlist along with the solution. I have tried to figure out them first and then checked whether my query is correct or no. Thanks in advance.

course-nlp

A Code-First Introduction to NLP course

course-v3

The 3rd edition of course.fast.ai

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

data-science-complete-tutorial

For extensive instructor led learning

data-structures

django-learning

effectivepytorch

PyTorch tutorials and best practices.

embedalign

A deep generative mode of word representation by marginalisation of lexical alignments

fast.ai_notebook

Contains Fast,ai modified notebook for understanding of source code and concepts

fastai

The fastai deep learning library, plus lessons and tutorials

fastbook

Draft of the fastai book

feedback-clouds

hands-on-nltk-tutorial

The hands-on NLTK tutorial for NLP in Python

hands_on_ml

hello-world

This is just for learning how to use Git based on certain instructions provided by git

learn-natural-language-processing-curriculum

This is the curriculum for "Learn Natural Language Processing" by Siraj Raval on Youtube

library

📚Collection of various guides, books and papers.

machinelearning-deeplearning-code-for-my-youtube-channel

The full collection of all codes for my Youtube Channel segregated as per topic.

nlp_pycon

Material for PyCon 2019 NLP Tutorial

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

ocr-on-scanned-pdf-python

Text is extracted from scanned PDF document using OCR in python

oreilly_intermediate_sql_for_data

Resources for the O'Reilly Online Training "Intermediate SQL For Data Analysis"

pfds