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10-steps-to-become-a-data-scientist

📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

100-days-of-ml-code

100 Days of ML Coding

100daysofml

100daysofmlcode

2018-cycle-2

Contents covered in sessions of AI Saturdays (cycle 2) as well as relevant material for further study.

a-collection-of-important-tasks-in-pytorch

Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!

a-flask-web-app-for-automatic-text-summarization-using-sbert

We will build a Flask web app that can input any long piece of information such as a blog or news article and summarize it into just five lines! Text summarization is an NLP(Natural Language Processing) task. SBERT(Sentence-BERT) has been used to achieve the same.

a-pytorch-tutorial-to-image-captioning

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

a-pytorch-tutorial-to-machine-translation

Attention Is All You Need | a PyTorch Tutorial to Machine Translation

a-pytorch-tutorial-to-super-resolution

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

a-to-z-resources-for-students

Curated list of resources for college students

academic-kickstart

accessing-and-modifying-different-layers-of-a-pretrained-model-in-pytorch

add-christmas-hat

Add Christmas hat on one's head based on OpneCV and Dlib

additive-margin-softmax

This is the implementation of paper <Additive Margin Softmax for Face Verification>

adv_nlp_workshop_odsc_europe22

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep transfer learning to solve popular tasks in NLP including Classification, Information Retrieval, Sentiment Analysis, Search Engines, Clustering, Paraphrase Mining, Summarization, Language Translation, Q&A systems

advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

adversarial-learning-robustness

Contains materials for workshops pertaining to adversarial robustness in deep learning.

adversarial_learning_tfug2020

Contains the slides and hands-on tutorials showcasing adversarial learning on convolutional neural networks to build robust vision models

age-detector

Detecting A Person's Age In A Photo

agency-loan-level

Loan-level analysis of Fannie Mae and Freddie Mac data

ai-chapter

ai_curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

ai_freelancing

This is the code for "How to Do Freelance AI Programming" By Siraj Raval on Youtube

aiengineering-ai-ml

Github repo to upload demo files of youtube videos and linkedin

aipnd

Code and associated files for the AI Programming with Python Nanodegree Program

airbnb-data-collection

Data collection for Airbnb listings.

akdeeplearningmaster

This repository contains self learning details on Deep Learning and CNN

albumentations_examples

Augmentations usage examples for albumentations library

alphabet-recognition-emnist

Alphabet recognition using EMNIST dataset.