Vijaykumar Gotakhindi's repositories
data-science-complete-tutorial
For extensive instructor led learning
intro2stats
Introduction to Statistics using Python
nlp-in-python-tutorial
comparing stand up comedians using natural language processing
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
Advanced-Analytics-Projects
This is all about my projects in DataScience
Bankruptcy-Time-Series
Built both univariate and multivariate time series models to predict monthly Canadian National Bankruptcy Rates.
Beer_Recommender_CF
Beer Recommender System using Collaborative Filtering with Surprise & sk-learn
Hands-On-Machine-Learning-with-Microsoft-Excel
Hands-On Machine Learning with Microsoft Excel, published by Packt
Hands-On-Natural-Language-Processing-with-Python
Hands On Natural Language Processing with Python, published by Packt
Hands-on-Python-for-Finance
Hands-on Python for Finance published by Packt.
Linear-Algebra
Linear Algebra
Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
machine_learning_examples
A collection of machine learning examples and tutorials.
Mercari
Product pricing at scale using Machine learning and deep learning
natural-language-processing-1
Resources for "Natural Language Processing" Coursera course.
nlp-in-practice
NLP, Text Mining and Machine Learning starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
pdfs
Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc)
pl900
Exam PL-900: Power Platform Fundamentals Crash Course
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
seaborn-data
Data repository for seaborn examples
StockMarketLongTermForecast
Forecasting the S&P 500 ten years into the future using a variety of models
Time-series-analysis-in-Python
I perform time series analysis of data from scratch. I also implement The Autoregressive (AR) Model, The Moving Average (MA) Model, The Autoregressive Moving Average (ARMA) Model, The Autoregressive Integrated Moving Average (ARIMA) Model, The ARCH Model, The GARCH model, Auto ARIMA, forecasting and exploring a business case.