The Data Engineering Pipeline
Author(s): Rijul Singh Malik Originally published on Towards AI. A Blog about Discussing an in-depth discussion around building a data pipeline Photo by JJ Ying on Unsplash Data Engineers are at the heart of the engine room of any data-driven company. This …
Bayesian Odds
Author(s): Egor Howell Originally published on Towards AI. How you can quickly compute the odds of an event using Bayes’ theorem This member-only story is on us. Upgrade to access all of Medium. Photo by Keenan Constance on Unsplash In our Bayesian …
How To Improve Your Analytical Report With Conditional Formatting In Pandas
Author(s): Hrishikesh Patel Originally published on Towards AI. Excel-like Conditional Formatting in Pandas Using Styler API This member-only story is on us. Upgrade to access all of Medium. Image by author Clearly communicating analytical insights with stakeholders is crucial for data scientists/analysts. …
Some Key Ideas About Representation Learning
Author(s): Jesus Rodriguez Originally published on Towards AI. A foundational piece of every machine learning solution. This member-only story is on us. Upgrade to access all of Medium. Source: https://syncedreview.com/2021/09/16/deepmind-podracer-tpu-based-rl-frameworks-deliver-exceptional-performance-at-low-cost-105/ I recently started an AI-focused educational newsletter, that already has over 125,000 …
Confusion Matrix to No Confusion Matrix in Just 5mins
Author(s): Gowtham S R Originally published on Towards AI. What is confusion matrix precision, recall, accuracy, F1-score, FPR, FNR, TPR, TNR? image from Unsplash uploaded by Siora Photography Image by author In the beginning of your data science career, confusion matrix will …
Zero-shot vs Few-shot Learning: Key Insights with 2022 Updates
Author(s): Anil Tilbe Originally published on Towards AI. These are the present-day definitions and insights about zero-shot and few-short learning setups. This member-only story is on us. Upgrade to access all of Medium. By Nathan Queloz from Unsplash If you want a …
TensorFlow 2.9 Is Here: Present-day Use Cases
Author(s): Anil Tilbe Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Tensorflow is available as an open-source deep learning framework for machine learning under the MIT license. It provides a high-level API, which …
Comparison of C++ and Python With Code Examples
Author(s): Amit Chauhan Originally published on Towards AI. Basic and OOPs concepts for software programming This member-only story is on us. Upgrade to access all of Medium. Photo by Jexo on Unsplash In this article, we will explain the code concept comparison …
How To Choose Your Loss Function — Where I Disagree With Cassie Kozyrkov
Author(s): Christian Leschinski Originally published on Towards AI. Selecting the right loss function and evaluation metrics is important for the success of your data science project. But while a lot has been written about machine learning algorithms and overall trends in our …
Statistics for Machine Learning A-Z Part 2
Author(s): Gencay I. Originally published on Towards AI. Briefly Explained This member-only story is on us. Upgrade to access all of Medium. Image by Author Contents · Introduction· Terms ∘ Mean Square Error ∘ Pairwise Comparison ∘ Bootstrapping ∘ Chi-square ∘ Correlation …
Growing Teeth
Author(s): Dr. Marc Jacobs Originally published on Towards AI. Bayesian analysis of the Teeth Growth dataset. To show that Bayesian analysis is really not that difficult, or far from how we humans deal with (new) information, I have posted several Bayesian analyses …
Dalle Mini Is Amazing — And You Can Use It!
Author(s): Louis Bouchard Originally published on Towards AI. Dalle mini is a free, open-source AI that produces amazing images from text inputs. Here’s how it works. This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, …
How To Be A Great Data Tutor
Author(s): Adam Ross Nelson Originally published on Towards AI. Everything you need to know about using your pro data skills to help others as a data tutor This member-only story is on us. Upgrade to access all of Medium. Being a data …
7 Important Concepts in Artificial Intelligence and Machine Learning
Author(s): Carla Martins Originally published on Towards AI. Concepts you should know before starting any project This member-only story is on us. Upgrade to access all of Medium. Photo by Clément Hélardot on Unsplash Artificial intelligence (AI) and machine learning (ML) applications …
Univariate Statistics for Data Analysts — Confidence Intervals explained
Author(s): Carla Martins Originally published on Towards AI. With examples This member-only story is on us. Upgrade to access all of Medium. Photo by Carlos Muza on Unsplash All data analysts and data scientists, before any experience with the most advanced techniques …
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