Piush Vaish's repositories
alzheimers-disease-prediction
Classification of Alzheimers Disease Stages using Radiology Imaging and Longitudinal Clinical Data
ecommerce-analytics
Web application include metrics related to the full customer journey from discovery, to acquisition, to conversion, finally to retention and advocacy.
instagram-growth-tool
Application to increase traffic to an account and gain followers that actively engage with the account.
facebook_cambridge_analytica
Build a data warehouse to collect the tweets, mentions in social media and news articles, discussions in blogs about Facebook and find out the effect of the social media discussion on its stock price.
amazon-sagemaker-notebook-instance-lifecycle-config-samples
A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations
data-engineering-capstone-project
Design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets.
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
examples
Example deep learning projects that use wandb's features.
fastai
The fastai deep learning library, plus lessons and tutorials
from-python-to-numpy
An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
heartrate_analysis_python
Python Heart Rate Analysis Package, for both PPG and ECG signals
large-language-models
Personal Large Language Models(LLMs) projects, particularly related to open-source models. These projects encompass frameworks for LLM training, deployment tools, tutorials, and practical applications.
machine-learning-1
:earth_americas: machine learning algorithms tutorials (mainly in Python3)
ml-interviews-book
https://huyenchip.com/ml-interviews-book/
Practical-Deep-Learning-for-Coders-2.0
Notebooks for the "A walk with fastai2" Study Group and Lecture Series
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
skimage-tutorials
Scikit-image tutorials
tech-interview-handbook
💯 Algorithms study materials, behavioral content and tips for rocking your coding interview