How I Prepared For The Certified Kubernetes Administrator (CKA) Exam (September 2022)
Author(s): ___ Originally published on Towards AI. Study Materials In this article, I will share how I prepared for the Certified Kubernetes Administrator (CKA) exam. I will cover the materials I used and offer some practical tips I wish I had known …
TinyML: A quick guide to Understanding Machine learning at the Edge.
Author(s): Jair Ribeiro Originally published on Towards AI. An introduction to the open source framework in a nutshell Source: My latest specialization training at Harvard University Machine learning is changing the world because it lets computers learn from data, find trends, and …
Deep Learning-Based Deepfake Detection in a Nutshell
Author(s): Pawara Siriwardhane, UG Originally published on Towards AI. Deep Learning-Based Deepfake Detection in a Nutshell A Brief Overview of Deep Learning-Based Deepfake Detection Figure 1: Arwork by Author Remarking on a climacteric of Artificial Intelligence (AI), Deep Learning (DL) has become …
Google UniTune: Text-driven Image Editing
Author(s): Salvatore Raieli Originally published on Towards AI. Top highlight How to use words to modify your images images generated by the author using DALL-E 2 Google has recently published on arXiv a new model: UniTune. The model is capable of general …
Do Not Curse Your Machine Learning Models When They Are Not Performing Well in Real-time — Instead, Do This
Author(s): Suhas Maddali Originally published on Towards AI. While the performance of machine learning models can seem extremely good on the test data, failing to understand the chances of them not performing well on real-time data can cause a lot of loss …
(Part II) Fostering Criminal Justice with Data Science
Author(s): Vincent Liu Originally published on Towards AI. Stories behind the four thousand arrests in DC Source: Official NIBRS Website An Analysis Continued: Explorative Data Analysis In the last blog post, we first-time met the UCR 2021 DC Arrest data. Now, we …
eDiffi explained: New SOTA Image Synthesis model!
Author(s): Louis Bouchard Originally published on Towards AI. NVIDIA’s new model has better results, more control, and more fidelity than DALLE and Stable Diffusion! Originally published on louisbouchard.ai, read it 2 days before on my blog! https://www.youtube.com/embed/grwp-ht_ixo This is eDiffi, the new …
Amazing SQL Queries for Data Science
Author(s): Ashbab khan Originally published on Towards AI. Top highlight SQL is the essential language for developers, Engineers, and Data professionals. Intermediate knowledge in SQL gives you an edge in your data science career. Photo by Shubham Dhage on Unsplash So in …
Data Analytics — Where is it Heading?
Author(s): Poornachandra Sarang Originally published on Towards AI. Understanding the current state of data analytics from a data scientist’s perspective Photo by Chris Liverani on Unsplash Many years ago, when the field of data analytics spun off, it was mainly the statistical …
Face Data Augmentation. Part 1: Geometric Transformation
Author(s): Ainur Gainetdinov Originally published on Towards AI. The performance of deep neural nets made a big step forward in the last two decades. Every year new architectures are devised that beat state-of-the-art results. However, only improving architectures won’t work without a …
ELI5: Expectation Maximization Clustering
Author(s): Anmol Tomar Originally published on Towards AI. The Clustering technique every Data Scientist Should Know Image Credit: Unsplash Imagine you know 100 people and you score them(1–10) based on their personality traits such as funny, interactive, smart, hard-working, etc. Now, you …
15 Steps to Getting Started with Pandas — Complete Beginner’s Guide
Author(s): Fares Sayah Originally published on Towards AI. Essential Pandas functions for working with data — Read, Write and Manipulate Data Photo by Kari Shea on Unsplash Pandas is a fast, powerful, flexible, and easy-to-use open-source data analysis and manipulation tool, built …
What Do Data Scientists Truly Want?
Author(s): Deepak Chopra | Talking Data Science Originally published on Towards AI. Listing down a few aspects, based on first, second/third-hand experiences, which data scientists yearn for in their organizations. Photo by Christian Lue on Unsplash Its no secret that attrition in …
Facebook/Meta’s Galactica NLP Shuts Down in 48 Hrs!
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. OpenAI is Adding Watermark to GPT: No More Plagiarizing Source: Galactica.org Following is the abstract for the paper on Galactica. Galactica is the NLP model, which was supposed to be a …
Top Python Packages for Studying Reinforcement Learning
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn the reinforcement learning hands-on with these packages Photo by Tinky Delta on Unsplash Reinforcement Learning is a machine learning study field with concerns about optimal decision-making. By learning from the environment, Reinforcement …
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