ashwinpn/Elastic-Compute-Cloud-Instance-Creation

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Created about 4 years ago
Updated about 4 years ago

ashwinpn/Elastic-Compute-Cloud-Instance-Creation

ashwinpn

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AWS EC2 Instance Creation.

Containers--ML-and-Cloud-Computing

Everything about how to deploy projects on the cloud, run ML workloads on the HPC cluster and on the cloud and the efficient configuration and management of related collaborative platforms [e.g. container orchestration].

Applied-Data-Science-with-Python-Specialization-University-of-Michigan

Applied Data Science with Python Specialization: University of Michigan

Jupyter Notebook

Conditional-Random-Fields

An analysis and implementation of Conditional Random Fields.

Advanced-Python

Python for Machine Learning/AI/DS, Game Theory and Convex Optimization using Python, Managing Docker in Python, Web Scraping / Development in Python using Django and Flask, Functional Programming in Python.

Jupyter Notebook

Movie-Recommendation-Engines

Writing recommendation systems for movies, and performing data analysis on movie datasets to gain valuable insights.

Jupyter Notebook

Data-Structures

Reinforcement-Learning

Research and implementations of Deep Learning / Reinforcement Learning agents and their implementations / applications

Visualization

Data Visualization using Matplotlib, Pandas Visualization, Seaborn, ggplot, and Plotly.

Jupyter Notebook

Text-Classification

Text classification using various methods.

Jupyter Notebook

A-comprehensive-evaluation-of-sentiment-analysis-on-the-cloud

Real time sentiment analysis web application for movie reviews, packaged using docker, and deployed using kubernetes.

Jupyter Notebook

OS-Web-Technologies-Learnings

OS + Web Technologies

Cloud-RideShare-Application

An AWS Cloud based carpooling service where people can share rides with other people travelling on the same route within a specific region.

Binary-Classification-using-Tensorflow

Jupyter Notebook

Generative-Models

Research and implementations/applications of Generative Models (GANs, VAEs, and Autoregressive models) and their applications

Domain-Expertise-Medical-Data-

Deep Learning and AI Domain Expertise: Medical Data - EHR [Electronic Health Records], Genomes Sequencing, Neuroscience, Biomedical.

Domain-Expertise---Data-Sciences

Domain Expertise - Social Sciences

Jupyter Notebook

Graduate-Seminars

Grad Seminars I attended at NYU Courant.

ML-Learnings

Concepts, Research Papers, Implementations - The works.

Advanced-Database-Systems

Replicated Concurrency Control and Recovery project.