Amit Kumar Nayak's repositories
pytorch-timeseries
PyTorch implementations of neural networks for timeseries classification
Artificial-Intelligence
Awesome AI Learning with +100 AI Cheat-Sheets, Free online Books, Top Courses, Best Videos and Lectures, Papers, Tutorials, +99 Researchers, Premium Websites, +121 Datasets, Conferences, Frameworks, Tools
DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
Math-for-Data-Science
Required math subjects for data science.
BigData-Ecosystem-Architecture
Life-cycle: Internal working of HDFS, SQOOP, HIVE, SPARK, HBASE, KAFKA with code.
nlp-in-python-tutorial
comparing stand up comedians using natural language processing
Amazon_Product_Recomendation
This project involved building recommendation systems for Amazon products. Popularity based model and Collaborative Filtering model were used and evaluated to recommend top-10 products.
Probability_And_Statistics_For_ML
This repository contains the basics Statistics and Probability used in Data Science.
rSVD
Randomized Matrix Decompositions using R
anlp19
Course repo for Applied Natural Language Processing (Spring 2019)
ImageCompression
Lossy image compression using Singular Value Decomposition
Awesome-CNN-Papers
CNN Papers.
awesome-text-summarization
Text summarization starting from scratch.
Chatbot-using-Python-NLTK-
This is the Chatbot made with NLTK in python with Term Frequency-Inverse Document Frequencyn(TF-IDF) and Cosine Similarity
math-fundamentals-for-data-science-intro-course
📚 Math Fundamentals for Data Science – Intro Course
CSVDataValidator
CSV Data Validator is a tool to validate csv file. It parse csv and validate the data with .hdr(csv meta data) before ingestion to Data Lake. It checks data file availability for every day load and validate data with respective meta data like File Size, Checksum, Delimiter, Record count etc. It ensure landed data conformity before give go ahead for data ingestion to Data Lake. It generate complete stats or error log.
Deep-Learning-with-Keras
Code repository for Deep Learning with Keras published by Packt
startup-ideas
The Startup & Product Ideas course at Cornell Tech (TECH 5100)
Hands-On-Natural-Language-Processing-with-Python
This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.
inferential_stats_pycon
The code repository for the talk delivered on Inferential Statistics at SciPy India 2017
readings
A collection of some nice papers/research articles.
Big-Data-Architects-Handbook
Big Data Architect’s Handbook, published by Packt
DeepLearningPapers
An exhaustive list of CNN and RNN papers.
ipl-eda-in-sql
Exploratory Analysis of IPL Data Using SQL
Adult-Income-Analysis
Exploratory data analysis for the Adult or Census Income dataset from UCI Machine Learning Repository : https://archive.ics.uci.edu/ml/datasets/adult
Data-Lake-for-Enterprises
Data Lakes for Enterprises, published by Packt
Compression_using_SVD
Using Singular Value Decomposition to perform Lossy Compression of Images
udemy-machine-learning-examples
LazyProgrammer Udemy Course Content
lectures
Oxford Deep NLP 2017 course