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Geometrical Interpretation of Linear Regression in Machine Learning versus Classical Statistics

Demystifying the confusion about Linear Regression Visually and Analytically Image: Linear regression illustration, by Stpasha, via Wikimedia Commons (Public Domain). Original Image Link: https://upload.wikimedia.org/wikipedia/commons/8/87/OLS_geometric_interpretation.svg The above image represents a geometric interpretation of Ordinary Least Squares (OLS) or Linear Regression (words

PyTorch Introduction — Building your First Linear Model

Learn how to build your first PyTorch model, by using the “magical” Linear layer! Continue reading on Towards Data Science »

Python to Rust: Breaking Down 3 Big Obstacles!

Python pro to Rust rookie — a data scientist’s transition tale Continue reading on Towards Data Science »

Exploring emotions with Artificial Intelligence, OpenAI, and Exploratory Data Analysis

Here’s how to visualize emotion in text with Python using OpenAI and Exploratory Data Analysis Continue reading on Towards Data Science »

Conformal Predictions in Time Series Forecasting

Explore the concept of conformal predictions applied to the field of time series forecasting and implement it in Python Continue reading on Towards Data Science »

Large Language Models, MirrorBERT — Transforming Models into Universal Lexical and Sentence…

Large Language Models, MirrorBERT — Transforming Models into Universal Lexical and Sentence Encoders Discover how mirror augmentation generates data and aces the BERT performance on semantic similarity tasks Introduction It is no secret that BERT-like models play a fundamental role in modern NLP

Teaching AI to Play Board Games

Using reinforcement learning from scratch to teach a computer to play Tic-Tac-Toe Continue reading on Towards Data Science »

Best Data Wrangling Functions in PySpark

Learn the most helpful functions when wrangling Big Data with PySpark Continue reading on Towards Data Science »

Streaming in Data Engineering

Streaming data pipelines and real-time analytics Continue reading on Towards Data Science »

How to design an MLOps architecture in AWS?

A guide for developers and architects especially those who are not specialized in machine learning to design an MLOps architecture for… Continue reading on Towards Data Science »