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Exploring the Zephyr 7B: A Comprehensive Guide to the Latest Large Language Model

Data AnalyticsJanuary 23, 2024286Views 0Likes 0Comments

Photo by Google DeepMind 2023 was the year of Large Language Models and Open Source. Many startups and companies open-sourced their models and weights to combat proprietary LLMs such as ChatGPT and Claude. Some of the important companies and models (open source) for 2023 were: Meta (LLama, LLamav2) TII (Falcon 7B, 40B, 180B) Mistral…

Introducing Python Classes and Dataclasses

Data ScienceJanuary 23, 2024209Views 0Likes 0Comments

Quick Success Data Science A hands-on guide for beginners (mche-lee-PC91Jm1DlWA-unsplash)If you’re going to do any serious programming with Python, you’ll need to understand object-oriented programming and the concept of a class and a dataclass. In this Quick Success Data Science article, you’ll get a quick and painless introduction to all three, including what they’re for,…

3 Crucial Challenges in Conversational AI Development and How to Avoid Them

Data AnalyticsJanuary 23, 2024213Views 0Likes 0Comments

Image by Freepik Conversational AI refers to virtual agents and chatbots that mimic human interactions and can engage human beings in conversation. Using conversational AI is fast becoming a way of life - from asking Alexa to “find the nearest restaurant” to asking Siri to “create a reminder,” virtual assistants and chatbots are…

Researchers from China Propose Vision Mamba (Vim): A New Generic Vision Backbone With Bidirectional Mamba Blocks

AI NewsJanuary 23, 2024218Views 0Likes 0Comments

Many people are now interested in the state space model (SSM) because of how recent research has advanced. Modern SSMs, which derive from the classic state space model, benefit from concurrent training and excel at capturing long-range dependencies. Process sequence data across many activities and modalities using SSM-based methods like linear state-space layers (LSSL), structured…

Tips and Tricks to Organize Jupyter Notebook Visualizations | by Matthew Andres Moreno | Jan, 2024

Data ScienceJanuary 22, 2024182Views 0Likes 0Comments

Optimize your data science workflow by automating matplotlib output — with 1 line of code. Here’s how. Naming things is hard. After a long enough day, we’ve all ended up with the highly-descriptive likes of “graph7(1)_FINAL(2).png” and “output.pdf" Look familiar? We can do better — and quite easily, actually. When we use data-oriented “seaborn-esque” plotting…

What is days payable outstanding? And how to calculate DPO?

UncategorisedJanuary 22, 2024183Views 0Likes 0Comments

Days payable outstanding is one of several key accounts payable KPIs to track and acts as a stand-in for overall operational efficiency. At its core, the DPO helps business owners and analysts determine how effectively and efficiently a company balances cash flow and vendor relations while also acting as a proxy to determine how creditworthy…

What is a Blanket PO?

NanonetsJanuary 22, 2024195Views 0Likes 0Comments

If you run a daycare, you’ll probably end up going through a lot of baby wipes. Critical in caring for babies and young toddlers, baby wipes need to be replenished regularly, ensuring that your daycare center always has some on hand. If baby wipes run out, the babies will receive sub-standard care and staff members…

3 Interesting Uses of Python’s Context Managers

Data AnalyticsJanuary 22, 2024198Views 0Likes 0Comments

Image by johnstocker on Freepik A while ago, I wrote a tutorial on writing efficient Python code. In it, I talked about using context managers and the with statement to manage resources efficiently. I used a simple file handling example to show how files are automatically closed when the execution exits the with…

How ReLU Enables Neural Networks to Approximate Continuous Nonlinear Functions? | by Thi-Lam-Thuy LE | Jan, 2024

Data ScienceJanuary 22, 2024221Views 0Likes 0Comments

Learn how a neural network with one hidden layer using ReLU activation can represent any continuous nonlinear functions. Activation functions play an integral role in Neural Networks (NNs) since they introduce non-linearity and allow the network to learn more complex features and functions than just a linear regression. One of the most commonly used activation…

What is CFDI Compliance?

UncategorisedJanuary 22, 2024229Views 0Likes 0Comments

CFDI is an electronic invoicing (e-invoice) standard and related process required to conduct business in Mexico and Latin America. This article focuses on Mexico’s digital transformation program requiring CFDI-compliant electronic sales invoices instead of paper-based invoices in Mexico. What is CFDI? CFDI (Comprobante Fiscal Digital por Internet) is a government standard for conducting business in…