How AI Captions Your Photos?
Author(s): Poornachandra Sarang Originally published on Towards AI. A conceptual guide to image captioning for a dummy This member-only story is on us. Upgrade to access all of Medium. Photo by Raj Rana on Unsplash Look at the image below. Image source: …
Self-Supervised Learning
Author(s): Adeel Originally published on Towards AI. Machine Learning Predict everything from everything else Photo by Shirota Yuri on Unsplash Machine learning is broadly divided into supervised, unsupervised, semi-supervised, and reinforcement learning problems. Machine learning has enjoyed the majority of success by …
Skewness and Kurtosis — Explanation in detail along with Cheat-sheet…
Author(s): Supriya Ghosh Originally published on Towards AI. Machine Learning Image by Author Before we start with the Skewness and Kurtosis, let me explain in brief about Moments since we will need moments for in and out understanding of Skewness and Kurtosis. …
Neural Circuit Policies: Mimicking Biological models in AI for better reliability and interpretability.
Author(s): Rakesh Acharya Originally published on Towards AI. Technology Neural Circuit Policies: Mimicking Biological models in AI for better reliability and interpretability. An attempt to understand NCPs and how threadworms inspired a group of researchers from MIT, TU Wien, and IST Austria …
Text Similarity using K-Shingling, Minhashing, and LSH(Locality Sensitive Hashing)
Author(s): Supriya Ghosh Originally published on Towards AI. Natural Language Processing Text similarity plays an important role in Natural Language Processing (NLP) and there are several areas where this has been utilized extensively. Some of the applications include Information retrieval, text categorization, …
Introduction to Numpy in Python
Author(s): sonia jessica Originally published on Towards AI. Programming Introduction to Numpy in Python What is NumPy? NumPy stands for numeric python, a Python module that allows you to compute and manipulate multi-dimensional and single-dimensional array items. It comes with a high-performance …
Bias-variance Decomposition 101: Step-by-Step Computation.
Author(s): Diletta Goglia Originally published on Towards AI. Photo by Bekky Bekks on Unsplash Have you ever heard of the “bias-variance dilemma” in ML? I’m sure your answer is yes if you are here reading this article 🙂 and there is something …
This Week in AI #002 — October 2021
Author(s): Maxime Godfroid Originally published on Towards AI. EU Parliament calls to ban AI-backed mass surveillance, OpenAI’s summarization with human feedback, Google MUM search engine update, Facebook’s troubles, and more! This member-only story is on us. Upgrade to access all of Medium. …
Make Your Dashboard Stand Out — Dendrogam Chart
Author(s): Memphis Meng Originally published on Towards AI. Impress your audience and bosses! Image by Tableau.com This member-only story is on us. Upgrade to access all of Medium. To me, Tableau is the only kind of tool that allows me to do …
Integrating Human-in-the-Loop (HITL) in machine learning is a necessity, not a choice. Here’s why?
Author(s): Supriya Ghosh Originally published on Towards AI. Machine Learning Source — Picture by Andy Kelly on Unsplash To integrate, Human-in-the-Loop (HITL) in Machine Learning, first and foremost is understanding HITL, its need, benefits, and approaches. What is Human-in-the-Loop (HITL)? Human-in-the-Loop (HITL) …
Dimensional Reduction — Feature Selection Part 1
Author(s): Himanshu Tripathi Originally published on Towards AI. Let’s learn about Dimensionality Reduction This member-only story is on us. Upgrade to access all of Medium. Photo by Edu Grande on Unsplash In the previous article, we learned about what is Dimensional Reduction …
6 Types of AI Bias Everyone Should Know
Author(s): Ed Shee Originally published on Towards AI. Fairness In my previous blog, we looked at the difference between Bias, Fairness, and Explainability in AI. I included a high-level view of what Bias is but this time we’ll go into more detail. …
OpenAI Threw Resources at Book Summarization Task (Paper Review/Explained)
Author(s): Ala Alam Falaki Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Explain the “Recursively Summarizing Books with Human Feedback” paper and its effectiveness. Photo by Mikołaj on Unsplash You might be familiar …
How Much Training Data Do You Require For Machine Learning?
Author(s): Gaurav Sharma Originally published on Towards AI. Machine Learning Image by startuphub.ai It is a crucial component of machine learning (ML), and having the proper quality and amount of data sets is critical for accurate outcomes. The more training data available …
Make Your Dashboard Stand Out — 3D Bar Chart
Author(s): Memphis Meng Originally published on Towards AI. Impress your clients and bosses! Image by tableau.com This member-only story is on us. Upgrade to access all of Medium. To me, Tableau is the only kind of tool that allows me to do …
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