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Areas Served: 5 Steps to Tackle Real-World Imbalanced Data
Author(s): Snehal Nair Originally published on Towards AI. Baseline Model without resampling Working with imbalanced data can be very challenging. Imbalanced data refers to data where classes do not have equal weight. Some examples of imbalanced datasets include fraud detection, churn prediction, …
SQL Vs. NoSQL: Choose The Most Convenient Technology
Author(s): Edoardo Bianchi Originally published on Towards AI. ACID and BASE properties of databases SQL vs NoSQL Databases. Image by the author. Relational databases guarantee ACID properties, which are desirable, but in the era of Big Data comes the need to adopt …
Power, Limitations, and Use Cases of Gpt-3 From My Tests and Prototype Apps You Can Replicate Right Away
Author(s): LucianoSphere Originally published on Towards AI. Exemplified with smart chatbots that can even listen and talk naturally command programs, or help students as full-time online tutors. And all on the web. Since OpenAI released it now already several months ago, I …
Robotics Join Machine Learning for an Electric Future
Author(s): Salvatore Raieli Originally published on Towards AI. How robotics and AI can speed energy transition and reduce emissions image source Robson Hatsukami Morgan from unsplash.com One of the most important steps toward the electrification of transportation and aircraft is the development …
The Most Recent OpenAI Model: Whisper
Author(s): Louis Bouchard Originally published on Towards AI. A good transcription tool that would accurately understand what you say and write it down https://www.youtube.com/embed/uFOkMme19Zs Have you ever dreamed of a good transcription tool that would accurately understand what you say and write …
Airflow is on the Cloud | ELT Pipeline Orchestration With Airflow & AWS
Author(s): Kaan Boke Ph.D. Originally published on Towards AI. Photo by James Wheeler: https://www.pexels.com/photo/symmetrical-photography-of-clouds-covered-blue-sky-1486974/ You will see the ELT pipeline with Airflow orchestration. You will learn to load data to the PostgreSQL database directly from AWS S3. You’ll do everything with the …
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 …
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