jalajthanaki
I'm a data scientist by profession and data science researcher by practice. I like to deal with data science related problems.
Mumbai, India
Pinned Repositories
Awesome_Machine_Learning_Solutions
A curated list of repositories for my book Machine Learning Solutions.
Chatbot_tensorflow
Built the cahtbot using tensorflow. This chatbot based on RNN and seq2seq model.
credit-risk-modelling
Credit Risk analysis by using Python and ML
Customer_lifetime_value_analysis
Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.
Customer_segmentation
Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.
DataScience_Interview_Seminar
This is the presentation on - What are the key points one should consider if they will be appearing in Data Science job interview
Job_recommendation_engine
This repository contains code how to build job recommendation engine using Kaggle 'Job Recommendation Challenge' dataset
Movie_recommendation_engine
This repository contains the code for building movie recommendation engine.
NLPython
This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"
Real_time_object_detection_with_YOLO
This repository contains the code for real-time object detection.I have used darkflow and YOLO pre-trained model.
jalajthanaki's Repositories
jalajthanaki/Customer_segmentation
Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.
jalajthanaki/Awesome_Machine_Learning_Solutions
A curated list of repositories for my book Machine Learning Solutions.
jalajthanaki/Movie_recommendation_engine
This repository contains the code for building movie recommendation engine.
jalajthanaki/Job_recommendation_engine
This repository contains code how to build job recommendation engine using Kaggle 'Job Recommendation Challenge' dataset
jalajthanaki/Customer_lifetime_value_analysis
Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.
jalajthanaki/Basic_Ecommerce_Recomendation_System
This repository contains the code for basic kind of E-commerce recommendation engine. By using the concept of TF-IDF and cosine similarity, we have built this recommendation engine.
jalajthanaki/Real_time_object_detection_with_YOLO
This repository contains the code for real-time object detection.I have used darkflow and YOLO pre-trained model.
jalajthanaki/Basic_job_recommendation_engine
This is base-line approach for building job recommendation engine
jalajthanaki/POS-tag-workshop
Understanding of POS tags and build a POS tagger from scratch
jalajthanaki/Customer_churn_analysis
Predicting customer churn using scikit-learn
jalajthanaki/medical_notes_extractive_summarization
Extractive summarizationof medical transcriptions
jalajthanaki/Simplify_Logistic_Regression
This repository contains the code for building Logistic Regression from scratch
jalajthanaki/Book_recommendation_system
This repository contains code for recommendation engine. This recommendation engine is for recommending books.
jalajthanaki/Machine-Learning-Solutions
Machine Learning Solutions, published by Packt
jalajthanaki/machine_learning_basics
Plain python implementations of basic machine learning algorithms
jalajthanaki/Amazon_review_summarization
The repository contains the code which can summarize Amazon's review
jalajthanaki/awesome-design-patterns
A curated list of software and architecture related design patterns.
jalajthanaki/awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
jalajthanaki/nlp-architect
NLP Architect by Intel AI Lab: Python library for exploring the state-of-the-art deep learning topologies and techniques for natural language processing and natural language understanding
jalajthanaki/PyTorch-NLP
Supporting Rapid Prototyping with a Toolkit (incl. Datasets and Neural Network Layers)
jalajthanaki/word2vec-graph
Exploring word2vec embeddings as a graph of nearest neighbors
jalajthanaki/decaNLP
The Natural Language Decathlon: A Multitask Challenge for NLP
jalajthanaki/docz
✍🏻It has never been so easy to document your things!
jalajthanaki/fast-style-transfer
Fast Style Transfer in TensorFlow! ⚡🖥🎨🖼
jalajthanaki/featuretools
automated feature engineering
jalajthanaki/learn_math_fast
This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube
jalajthanaki/NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
jalajthanaki/progressive_growing_of_gans
Progressive Growing of GANs for Improved Quality, Stability, and Variation
jalajthanaki/sentiment-analysis-template
Build a deep learning model for sentiment analysis of IMDB reviews
jalajthanaki/tensorly-notebooks
Tensor methods in Python with TensorLy