AI

Transformers in depth Part — 1 Introduction to Transformer...

Transformers in depth Part — 1 Introduction to Transformer models in 5 minutesUnderstanding Transformer architecture and its key insights...

Hands-on Generative AI with GANs using Python: Image Generation

Learn how to implement GANs with PyTorch to generate synthetic imagesContinue reading on Towards Data Science »

5 Challenges Hampering Machine Learning Adoption

Overcoming the Hurdles to Unlock the Full Potential of Machine Learning in BusinessPhoto by Lukas Tennie on UnsplashAccording to CB...

The World of SQL Query Optimization

A peek into the different query optimizers and how they workContinue reading on Towards Data Science »

Mastering Weather Predictions: Unleash the Power of AI...

Predicting temperature trends with advanced deep learning techniques using LSTMContinue reading on Towards Data Science »

Build a Speech-to-Text Web App Using Node.js

Let’s build a web app which transcribes and translates audio using OpenAI’s Whisper ModelContinue reading on Towards Data Science...

Step-by-Step Guide to Generate Synthetic Data by Sampling...

Learn how to create synthetic data in case your project runs low on data or use it for simulations.Continue reading on Towards Data...

The Decontaminated Evaluation of GPT-4

GPT-4 won’t be your lawyer anytime soonContinue reading on Towards Data Science »

Hyperparameter Optimization with Bayesian Optimization — Intro...

A step-by-step tutorial to build Bayesian optimization from the grounds up.Continue reading on Towards Data Science »

Hashing in Modern Recommender Systems: A Primer

Understanding the most underrated trick in applied Machine LearningContinue reading on Towards Data Science »

Lesk’s Algorithm: A Method for Word Sense Disambiguation...

Photo by Amador Loureiro on UnsplashIn the English language, more than 38% of words are polysemous, a term referring to a single word...

4 All Time Useful Use-cases Of Pandas Group By

A One-stop-solution For All Your Questions About Data Aggregation Using Pandas GroupbyContinue reading on Towards Data Science »

Reduce your Cloud Composer bills

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6 Types of Clustering Methods — An Overview

Types of clustering methods and algorithms and when to use themContinue reading on Towards Data Science »

8 Best Data Version Control Tools in 2023

A complete overview revealing a diverse range of strengths and weaknesses for each data versioning toolContinue reading on Towards...

POCS-based Clustering Algorithm Explained

Each data has different importancePhoto by Kier in Sight on UnsplashCluster analysis (or clustering) is a data analysis technique...

The portfolio that got me a Data Scientist job

Spoiler alert: It was surprisingly easy (and free) to makePhoto by John Schnobrich on UnsplashGetting a Data Scientist job is hard.This...

10 Most Common Yet Confusing Machine Learning Model Names

Clarifying the Confusion for a Deeper UnderstandingContinue reading on Towards Data Science »

How to Solve the Protein Folding Problem: AlphaFold2

A deeper look at AlphaFold2 and its neural architectureContinue reading on Towards Data Science »

Creating Fractals in Python

A dive into geometry, recurring algorithms and triangles… lots of them!A picture I took earlier this year on a particularly bleak...

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