ansks
My interests lie in the areas of Machine Learning, Deep Learning, Statistics, Econometrics and Economics. I love getting lost in my cobweb of curiosities.
PwC Middle EastDubai
Pinned Repositories
2015
Public material for CS109
abhishekkrthakur
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
ansks.github.io
cancer_detection_model_tf_keras
In this notebook, we would be doing basic exploratory analysis, and training a feed forward network. Further, we would be using Early Stopping and Dropouts to prevent over-fitting.
Deep-Learning-Coursera
This contains all the work performed during the course work of Deep Learning Specialization.
face_recognition
The world's simplest facial recognition api for Python and the command line
full_stack_learning
This is the full stack learning techs.. It includes HTML5 CSS3 Javascript jQuery Bootstrap 3 and 4 Document Object Model Python Django Basics Django Templates Django Forms Django Admin Customization ORM Class Based Views REST APIs User Authentication and much more!
loan_repayment_model_LendingClub
In this repository, I have performed an end to end exercise of model building using Keras which is a high level API written in python.
machine-learning-coursera-AndrewNG
This contains all the course work done for Machine Learning course offered by Coursera in collaboration with Stanford University.
ansks's Repositories
ansks/face_recognition
The world's simplest facial recognition api for Python and the command line
ansks/abhishekkrthakur
ansks/aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
ansks/amazon-redshift-utils
Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment
ansks/ansks.github.io
ansks/cancer_detection_model_tf_keras
In this notebook, we would be doing basic exploratory analysis, and training a feed forward network. Further, we would be using Early Stopping and Dropouts to prevent over-fitting.
ansks/Deep-Learning-Coursera
This contains all the work performed during the course work of Deep Learning Specialization.
ansks/full_stack_learning
This is the full stack learning techs.. It includes HTML5 CSS3 Javascript jQuery Bootstrap 3 and 4 Document Object Model Python Django Basics Django Templates Django Forms Django Admin Customization ORM Class Based Views REST APIs User Authentication and much more!
ansks/loan_repayment_model_LendingClub
In this repository, I have performed an end to end exercise of model building using Keras which is a high level API written in python.
ansks/machine-learning-coursera-AndrewNG
This contains all the course work done for Machine Learning course offered by Coursera in collaboration with Stanford University.
ansks/approachingalmost
Approaching (Almost) Any Machine Learning Problem
ansks/awesome-text-summarization
A curated list of resources dedicated to text summarization
ansks/BayesMadeSimple
Code for a tutorial on Bayesian Statistics by Allen Downey.
ansks/data-science-question-answer
A repo for data science related questions and answers
ansks/dj_deployment
ansks/django-deployment-example
This is a test example of Django deployment.
ansks/fastai
The fastai deep learning library, plus lessons and and tutorials
ansks/few-shot
Repository for few-shot learning machine learning projects
ansks/lemonade-stand
A handy guide to financial support for open source
ansks/LLMs_Coursera
This will keep all the learning courses and materials to learn to utilise LLMs.
ansks/models
Models and examples built with TensorFlow
ansks/predict-house-price-kaggle
In this project, i would be doing exploratory analysis and predictive modeling for House price prediction data for King County in US. It is a regression based prediction.
ansks/preprocess_lending_club_data
Pre-processes lending club loan data and concatenates into one large file.
ansks/pykiteconnect
The official Python client library for the Kite Connect trading APIs
ansks/Pyspark-With-Python
ansks/RStartHere
A guide to some of the most useful R Packages that we know about
ansks/simple_tensorflow_keras_model
I have explored tensorflow library where we will use Keras API to build a simple feed forward NN model to predict response variable.
ansks/tensorflow
An Open Source Machine Learning Framework for Everyone
ansks/test-pwa
ansks/udemy_machineLearning
This has the python codes for various machine learning models built during the course work.