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darshanaaoak's Projects

ades-nlp-recepies icon ades-nlp-recepies

Repo of NLP processing ML/AI focussed models, solutions and practical use cases

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

breeze icon breeze

Breeze is a numerical processing library for Scala.

customer-survival-analysis-and-churn-prediction icon customer-survival-analysis-and-churn-prediction

In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calculate customer LTV. I have also implemented the Random Forest model to predict if a customer is going to churn and deployed a model using the flask web app.

data-science icon data-science

Collection of useful data science topics along with code and articles

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data-science-notes icon data-science-notes

This repository contains my notes which I took while taking various Data Science Courses

data-science-popular-algorithms icon data-science-popular-algorithms

Data Science algorithms and topics that you must know. (Newly Designed) Recommender Systems, Decision Trees, K-Means, LDA, RFM-Segmentation, XGBoost in Python, R, and Scala.

data-science-study icon data-science-study

This repository contains jupyter notebook and other resources made by me during learning Data Science

data-science-with-python icon data-science-with-python

Data science with Python: This repository mostly contains DataCamp data-science courses/exercises that I have completed.

data-visualization-with-python icon data-visualization-with-python

Data visualization is the visual presentation of data or information. The goal of data visualization is to communicate data or information clearly and effectively to readers. Typically, data is visualized in the form of a chart, infographic, diagram or map.

data_science_portfolio icon data_science_portfolio

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

deep-learning-books icon deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

deep-learning-drizzle icon deep-learning-drizzle

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

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