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30-days-of-python

30 days of Python programming challenge is a step by step guide to learn Python programming language in 30 days.

amazon-fine-food-reviews

Amazon Fine Food Reviews is a classic Sentiment Analysis problem used to classify the polarity of the review given by the Amazon user . given the textual reviews and related features of the product , I have designed various techniques to classify the polarity of the review

data-copier

data-engineer-handbook

This is a repo with links to everything you'd ever want to learn about data engineering

data-engineering-zoomcamp

Free Data Engineering course!

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

favorita_sales_forecasting

Solution to Corporación Favorita Grocery Sales Forecasting Competition

gensim

Topic Modelling for Humans

gitdemo

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

intellijdemo

kaggle-competition-favorita

5th place solution for Kaggle competition Favorita Grocery Sales Forecasting

kaggle-web-traffic

1st place solution

katakana

Training machine to write Katakana using Sequence-to-Sequence technique

keras-daily-sales-forecast

A Daily Sales Forecast using Keras with Tensorflow is performed. Predicted sales model take into account Day of the Week, Day of the Month, Week of the Month, Week of the Year, Year of the Month and could be easily improved using Holidays. Accuracy obtained over 92%. The current NN model has proved to improve performance over ARIMA models.

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

keras-seq-2-seq-signal-prediction

An implementation of a sequence to sequence neural network using an encoder-decoder

ml-ai-experiments

All my experiments with AI and ML

mlcourse.ai

Open Machine Learning Course

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

model-eval-article-supplementary

Supplementary material for the article "Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning"

multivariate-time-series-forecast-using-seq2seq-in-tensorflow

my-projects

MY-PROJECTS

pipelines

demo of scikit-learn pipelines

price-optimisation

python

All Algorithms implemented in Python

python-excersice

python-for-beginners

rnn

sales-forecast-lstm

Restaurant sales forecasting with LSTM neural networks