Best Laptop For Data Science
Author(s): Egor Howell Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. What’s the best laptop and does it even matter? Photo by Alex Knight on Unsplash I always get asked what’s the best …
Module 1 Part -01 Building Block of Data Analytics
Author(s): Sudeep Originally published on Towards AI. created by me using canva If you are wondering what is this Module 1 and related stuff, please refer this : What is Data Analytics So it all starts with Statistics At a high level, …
Mastering Generative AI Architectural Patterns: A Comprehensive Guide
Author(s): Mike Originally published on Towards AI. Your Ultimate Interview Resource — A Walkthrough of Architectures From GANs to Large Multimodal Models(LMMs). This member-only story is on us. Upgrade to access all of Medium. Photo by BoliviaInteligente on Unsplash Generative Artificial Intelligence …
Fine-Tuning a Pre-trained LLM for Sentiment Classification
Author(s): Dimitris Effrosynidis Originally published on Towards AI. Optimizing results with minimal effort This member-only story is on us. Upgrade to access all of Medium. Image by author. In a previous tutorial, Traditional vs. Generative AI for Sentiment Classification, we predicted the …
Building Multimodal RAG Application #8: Putting it All Together! Building Multimodal RAG Application
Author(s): Youssef Hosni Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Multimodal retrieval-augmented generation (RAG) is transforming how AI applications handle complex information by merging retrieval and generation capabilities across diverse data types, …
7 Counterintuitive and Non-intuitive Probability Problems
Author(s): Saankhya Mondal Originally published on Towards AI. Exploring Mind-Bending Scenarios Where Probability Challenges Our Expectations This member-only story is on us. Upgrade to access all of Medium. This article will explore seven fascinating probability problems that challenge intuition and lead to …
I Completed The CrewAI Course: Simplified to 4 Minutes
Author(s): Savvas Theocharous Originally published on Towards AI. The simplest how to build an AI Agent. This member-only story is on us. Upgrade to access all of Medium. Source: Created by Author on Canva. Word around was that CrewAI is the best …
Integrating Apache Beam SDK Harness as Sidecars: A Proven Architecture with Codebase
Author(s): Mahmudur R Manna Originally published on Towards AI. Deploying Python Jobs on Flink Servers in Kubernetes with MinIOSource: Image by Author using AI This member-only story is on us. Upgrade to access all of Medium. Link for Non-Members: Running Apache Beam …
Data Scientists, Don’t Overlook log1p
Author(s): Suraj Jha Originally published on Towards AI. Master Smoother Transformations and Tame Exponential Data Like a Pro This member-only story is on us. Upgrade to access all of Medium. Image By Author Data Scaling is one of the crucial steps for …
Building Graph RAG for structured and unstructured data.
Author(s): Sreeram A S K Originally published on Towards AI. RAG architecture is, by far, the most adapted and sophisticated solution for missing contextualisation of LLM’s. With no overhead of fine tuning, to a huge extent problems concerning the usage of LLM’s …
Should You Be Using Agentic AI?
Author(s): Marc Matterson Originally published on Towards AI. Move over RAG, a new AI trend is about to take 2025 by storm. This member-only story is on us. Upgrade to access all of Medium. Image artificially generated using Grok 2. Since the …
From Automation to Authenticity: Why a Majority of Social Media Tools Are Becoming Obsolete in 2025
Author(s): Tim Urista | Senior Cloud Engineer Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. created by me using hootusite infographic creator Social media engagement is broken. Last year in 2024, despite businesses …
Model Distillation
Author(s): Naveen Krishnan Originally published on Towards AI. Image Source: Author 1. Introduction Artificial Intelligence has come this long and especially with the large language models like GPT-4 and others are driving innovation across different industries. These models are powerful, but they …
Mastering LLM Interactions
Author(s): Dimitris Effrosynidis Originally published on Towards AI. Prompt engineering, quantized model optimization, and grammar-constrained sampling This member-only story is on us. Upgrade to access all of Medium. Image by author. Generative AI transforms industries by enabling machines to produce human-like text, …
Mastering Polyak Averaging: A Hidden Gem for Smoother and Faster Convergence in Optimization
Author(s): Joseph Robinson, Ph.D. Originally published on Towards AI. From Gradient Descent to Polyak’s Method: A Machine Learning Tutorial This member-only story is on us. Upgrade to access all of Medium. Polyak Averaging is a powerful optimization technique often underutilized but can …
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