Open challenges in LLM research
Never before in my life had I seen so many smart people working on the same goal: making LLMs better. After talking to many people working in both industry and… Read more »
Month: August 2023
Top Machine Learning Algorithms in Python: Unveiling the Power of AI
Welcome to a journey through the fascinating realm of machine learning algorithms in Python! In this comprehensive guide, we will take you through the top machine learning algorithms that are… Read more »
Comprehensive Exploration of Deep Learning in Key Computer Vision Applications
“Acknowledgment: Certain sections of the provided content are integral components of an assignment for the course ‘ID5030 Machine Learning for Engineering Applications’ at IIT Madras. These sections have been originally… Read more »
GIT Concepts & Commands Explained
What Is Git? It is a open source, high-quality distributed version control system suitable for tracking modifications in source code in software development. It was originally created as an open-source… Read more »
A Catalog For Design Patterns in Python
Exploring Design Patterns: Concepts, Analogies, Advantages, Disadvantages, and Real-Life Use Cases. In software engineering, design patterns are reusable solutions to commonly occurring problems in software design. There are various types… Read more »
The Ultimate Large Language Model Collection
Staying up-to-date with the latest LLM releases can be time-consuming, as it requires regularly following academic journals, conferences, industry publications, and social media accounts of experts in the NLP field…. Read more »
GraphQL vs. REST perspectives
Ask any developer: do you prefer GraphQL or REST? This often leads to opinionated conversations, sometimes even devolving into vulgar opinions rather than objective facts. To delve into the GraphQL… Read more »
MLOps: Mastering Machine Learning Deployment: An Intro to Docker, Kubernetes, Helm, and Modern Web Frameworks-End To End Project
Streamlit, Gradio, FastAPI, Flask, Terraform, Spinnaker, Puppet Introduction: In the dynamic world of machine learning, the journey from developing a model to putting it into production is often seen as… Read more »
A Comprehensive Guide about Data Engineering Concepts, Approaches, Data Warehouse and Data Pipeline
Data-centric potentials and insights drive digital transformation and automation in any company. But, only 30% of the companies have diligently followed data strategy and only 29% of organizations will achieve… Read more »