Santosh S's repositories
airflow-tutorial
Apache Airflow tutorial
MadeWithML
Learn how to responsibly deliver value with ML.
RecSysDatasets
This is a repository of public data sources for Recommender Systems (RS).
Ultimate-Python-Resource-Hub
The Ultimate resource hub of Python: All at one place
300Days__MachineLearningDeepLearning
I am sharing my Journey of 300DaysOfData in Machine Learning and Deep Learning.
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
A-to-Z-Resources-for-Students
✅ Curated list of resources for college students
AIML-Projects
Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning
Andrew-NG-Notes
This is Andrew NG Coursera Handwritten Notes.
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
Customer-Lifetime-Value-Prediction-1
Analysis and Prediction of Customer Lifetime Value using R.The insights were then compiled into a report using R markdown.
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-on-gcp
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
diabetes-prediction
Source code for Diabetes Prediction!
gensim
Topic Modelling for Humans
LearningPandas
LearningPandas
LGMVIP-DataScience
Lets Grow More Virtual Internship
Machine-Learning
Implementation of different ML Algorithms from scratch, written in Python 3.x
MLOps
A project-based course on the foundations of MLOps with a focus on intuition and application.
Mortgage_Insurance
Cross the PPI products to those customers who currently don't have one.
nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
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.
PredictCarPrices-LinearRegression
LinearRegression with five key assumptions. This was part of my coursework.
Prediction-of-House-Price-using-Excel
Create an excel report that contains all the meaningful information such as relevant charts, pivot tables, etc. Mention all the variable which are highly correlated. Used the linear regression model to train and forecast the houses sold in the year 2017 based on 2016 data. Interpret essential findings from the model.
projects
🪐 End-to-end NLP workflows from prototype to production
Resources
Books of Python, R, Statistics, Calculus, Probabilities, Machine learning.