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

Data AnalyticsJanuary 23, 2024100Views 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, 2024107Views 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, 202496Views 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, 202494Views 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, 2024102Views 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, 202499Views 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, 2024100Views 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, 2024114Views 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…

How to Low-Pass Filter in Google BigQuery | by Benjamin Thürer | Jan, 2024

Data ScienceJanuary 22, 2024102Views 0Likes 0Comments

When working with time-series data it can be important to apply filtering to remove noise. This story shows how to implement a low-pass filter in SQL / BigQuery that can come in handy when improving ML features. Filtering of time-series data is one of the most useful preprocessing tools in Data Science. In reality, data…

Apple AI Research Introduces AIM: A Collection of Vision Models Pre-Trained with an Autoregressive Objective

AI NewsJanuary 21, 2024102Views 0Likes 0Comments

Task-agnostic model pre-training is now the norm in Natural Language Processing, driven by the recent revolution in large language models (LLMs) like ChatGPT. These models showcase proficiency in tackling intricate reasoning tasks, adhering to instructions, and serving as the backbone for widely used AI assistants. Their success is attributed to a consistent enhancement in performance…