Deploy your Streamlit web app in 5 minutes.
Author(s): Vaishnavi Seetharama Originally published on Towards AI. It has become a need for a data scientist to showcase their work, in a dashboard or a working web app. It is very handy to know the tools available to create a web …
Understanding AI, Machine Learning, Deep Learning
Author(s): Gencay I. Originally published on Towards AI. Differences and Similarities of the AI, Machine Learning, and Deep Learning in the Data Science Field. Created in LeonardoAI. As a beginner Data Scientist, you might have come across buzzwords like Artificial Intelligence (AI), …
How Do 8 Smaller Models in GPT-4 Work?
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. The secret “Model of Experts” is out; let's understand why GPT4 is so good! This member-only story is on us. Upgrade to access all of Medium. In recent years, deep learning …
When and When Not to Use Machine Learning in Your Business Strategy
Author(s): Andrea D’Agostino Originally published on Towards AI. Going blindly for an ML-powered solution could lead to unseen perils. Explore the benefits and challenges of adopting machine learning models to make informed decisions Photo by Juan Rumimpunu on Unsplash It’s not an …
When and When Not to Use Machine Learning in Your Business Strategy
Author(s): Andrea D’Agostino Originally published on Towards AI. Going blindly for an ML-powered solution could lead to unseen perils. Explore the benefits and challenges of adopting machine learning models to make informed decisions Photo by Juan Rumimpunu on Unsplash It’s not an …
Yes, You Can Build Your Own Custom Sklearn Transformers. Here Is How
Author(s): Bex T. Originally published on Towards AI. Transformers for any preprocessing scenario Learn to write custom Sklearn preprocessing transformers that make your code exceptional. Image by me with Midjourney Single fit, single predict—how awesome would that be? You get the data, …
NSQL: First Ever Fully OpenSource SQL Foundation Model
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. NSQL is a new family of open-source large foundation models (FMs) designed specifically for SQL generation tasks Raise your hand if you have tried to use ChatGPT or any of the …
Better than GPT-4 for SQL queries: NSQL (Fully OpenSource)
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. NSQL is a new family of open-source large foundation models (FMs) designed specifically for SQL generation tasks Raise your hand if you have tried to use ChatGPT or any of the …
5 Reasons Why Data Science Is Awesome
Author(s): Egor Howell Originally published on Towards AI. Listing five key reasons why you should consider being a data scientist Photo by Stephen Dawson on Unsplash I have been working as a data scientist for nearly 2 years now. In that time, …
Classification Metrics Clearly Explained!
Author(s): Jose D. Hernandez-Betancur Originally published on Towards AI. Let’s dive into the classification metrics 1. Introduction One of the first things that people who are new to data science learn is how to measure how well algorithms work. When I first …
Heteroscedasticity and Homoscedasticity in Regression Learning
Author(s): Jose D. Hernandez-Betancur Originally published on Towards AI. Variability of the residual in regression analysis 1. Introduction In data science and statistical analysis, several challenges can appear during the modeling process, making it difficult to get high-performance models. One of those …
Density-Based Clustering Algorithm from Scratch in Julia
Author(s): Jose D. Hernandez-Betancur Originally published on Towards AI. Let’s code in Julia as a Python alternative in data science Image by Author 1. Introduction Julia is a strong and dynamic programming language that, in the last few years, has increased its …
Unleash Data Insights: Mastering AI for Powerful Analysis
Author(s): Amit Kumar Originally published on Towards AI. Discover the Hype Around AI: ChatGPT and Google Bard Unveiled! By now, you must have come across the exciting talk about AI tools such as ChatGPT and Google Bard. ChatGPT, in particular, created a …
The Complete Guide to Data Preprocessing (Part 1)
Author(s): Dr. Roi Yehoshua Originally published on Towards AI. Data preprocessing is the process of cleaning, transforming, and organizing your data set in order to prepare it for data analysis and modeling. It aims to improve the quality, integrity, and reliability of …
Meet Fully OpenSource Foundation Model By Salesforce XGen-7B
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. This model allows long sequences of up to 8K tokens completely free Salesforce has a reputation for doing good work in the open-source world, including their image encoders models like blip …
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