Perfect Answer to Deep Learning Interview Question — Why Not Quadratic Cost Function?
Author(s): Varun Nakra Originally published on Towards AI. One of the most common question asked during deep learning knowledge interviews is — “Why can’t we use a quadratic cost function to train a Neural Network?”. We will delve deep into the answer …
The Brief History of Binary Images
Author(s): Radmila M. Originally published on Towards AI. Photo by Etienne Steenkamp on Unsplash Introduction Binary images might be called as the simplest form of images that can take on two values — black and white, or 0 and 1. Basically, a …
How Do Diffusion Models Work? Simple Explanation: No Mathematical Jargon, Promised!
Author(s): Suhaib Arshad Originally published on Towards AI. Background Knowledge Essentially, there are 3 common types of generative models: Generative Adversarial Networks (GANs), Variational Autoencoder, and Flow-based models. Although they have proven their spot as high-quality image-generating models, they fall short on …
Fueling (literally) the AI Boom
Author(s): Aneesh Patil Originally published on Towards AI. Photo by NASA on Unsplash Let’s take a moment to step back in time to our 5th-grade selves, a nostalgic #Throwback____ (insert today’s date) if you will. Picture ourselves in science class, perhaps doodling …
Build Your First AI Agents in 5 Easy Steps!
Author(s): Hesam Sheikh Originally published on Towards AI. Photo by ZHENYU LUO on Unsplash ✨This is a paid article. If you’re not a Medium member, you can read this for free in my newsletter: Qiubyte. AI agents and RAG (read further) are …
AI-Powered Coding: Understanding the Risks and How to Mitigate Them
Author(s): Louis-François Bouchard Originally published on Towards AI. Watch the video! If you are coding with ChatGPT or Copilot, you may be creating some terrible security leaks! A recent Stanford study found that in 4 out of 5 tasks, participants assisted by …
AI Engineer’s Toolkit
Author(s): Louis-François Bouchard Originally published on Towards AI. I am super proud to share about a very special project we’ve been working on at Towards AI for the past 1.5 years along a dozen graduates and experts in the field… our new …
Data Science Interview Question: Creating ROC & Precision-Recall Curves From Scratch
Author(s): Varun Nakra Originally published on Towards AI. This is one of the popular data science interview questions which requires one to create the ROC and similar curves from scratch, i.e., no data on hand. For the purposes of this story, I …
Learn AI Together — Towards AI Community Newsletter #26
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow learners. If you’ve enjoyed the list of courses at Gen AI 360, wait for this… Today, I am super excited to finally announce that we at towards_AI have released …
The Verbal Revolution: Unlocking Prompt Engineering with Langchain
Author(s): Vishesh Kochher Originally published on Towards AI. The Verbal Revolution: Unlocking Prompt Engineering with Langchain Peter Thiel, the visionary entrepreneur and investor, mentioned in a recent interview that the post-AI society may favour strong verbal skills over math skills. This provocative …
11+ Reasons To Shift Your E-commerce App To Q-Commerce Platform
Author(s): Sophia Martin Originally published on Towards AI. 11+ Reasons To Shift Your E-commerce App To Q-Commerce Platform Wondering why Quick Commerce apps are creating the buzzword in the market and how they are different from e-commerce apps? Well, Q-commerce, or Quick …
Prompt Engineering Best Practices: Building an End-to-End Customer Service System
Author(s): Youssef Hosni Originally published on Towards AI. Prompt engineering plays a pivotal role in crafting queries that help large language models (LLMs) understand not just the language but also the nuance and intent behind the query and help us build complex …
Breaking Down Mistral 7B ⚡🍨
Author(s): JAIGANESAN Originally published on Towards AI. Breaking Down Mistral 7B ⚡🍨 Image by Kohji Asakawa from Pixabay In this article, we’ll delve into the Mistral architecture, exploring its unique features and how it differs from other open-source large language models (LLMs). …
Exploration of Markov’s and Chebyshev’s Inequality: It’s Application in Data Science
Author(s): Ghadah AlHabib Originally published on Towards AI. Image generated by ChatGPT Introduction to Markov’s Inequality Markov’s inequality provides an upper bound on the probability that a non-negative random variable is at least as large as a certain value or threshold. It …
Build a Real-time Speech Recognition Sentiment Analysis Tool
Author(s): Barri Sambaris Originally published on Towards AI. A guide to building a sentiment analysis tool with Streamlit and NLP for customer call centers where audio is automatically translated to text and processed to get the sentiment of the caller. Photo by …
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