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How to design an MLOps architecture in AWS? | by Harminder Singh

Data ScienceDecember 12, 2023107Views 0Likes 0Comments

A guide for developers and architects especially those who are not specialized in machine learning to design an MLOps architecture for their organization Introduction According to Gartner’s findings, only 53% of machine learning (ML) projects progress from proof of concept (POC) to production. Often there is a misalignment between the strategic objectives of the company…

How AI data entry brings relief and efficiency

UncategorisedDecember 12, 2023119Views 0Likes 0Comments

It's a scene all too common around tax season — the accounting team huddled in a room, heads down, manually entering data from stacks of invoices and receipts into spreadsheets. Wouldn't it be nice if their talent is spent on meaningful work that moves the needle? Unfortunately, it is not just isolated to accounting. A…

The 9 Logistics Documents to Automate with IDP

NanonetsDecember 11, 2023124Views 0Likes 0Comments

In the intricate web of global commerce, the logistics industry is the backbone, connecting manufacturers to consumers across vast distances. However, this interconnectedness comes with its fair share of challenges. From the moment a product is manufactured to its final delivery, an array of documents accompanies its journey, often creating bottlenecks in the seamless flow…

7 Pandas Plotting Functions for Quick Data Visualization

Data AnalyticsDecember 11, 2023122Views 0Likes 0Comments

Image generated with Segmind SSD-1B Model When you're analyzing data with pandas, you’ll use pandas functions for filtering and transforming the columns, joining data from multiple dataframes, and the like. But it can often be helpful to generate plots—to visualize the data in the dataframe—rather than just looking at the numbers. Pandas has…

Researchers from Johns Hopkins and UC Santa Cruz Unveil D-iGPT: A Groundbreaking Advance in Image-Based AI Learning

AI NewsDecember 11, 2023121Views 0Likes 0Comments

Natural language processing (NLP) has entered a transformational period with the introduction of Large Language Models (LLMs), like the GPT series, setting new performance standards for various linguistic tasks. Autoregressive pretraining, which teaches models to forecast the most likely tokens in a sequence, is one of the main factors causing this amazing achievement. Because of…

Measuring perception in AI models

OpenAIDecember 11, 2023142Views 0Likes 0Comments

New benchmark for evaluating multimodal systems based on real-world video, audio, and text data From the Turing test to ImageNet, benchmarks have played an instrumental role in shaping artificial intelligence (AI) by helping define research goals and allowing researchers to measure progress towards those goals. Incredible breakthroughs in the past 10 years, such as AlexNet…

Data Altruism: The Digital Fuel for Corporate Engines | by Tea Mustać | Dec, 2023

Data ScienceDecember 11, 2023123Views 0Likes 0Comments

The dos and don’ts of processing data in the age of AI 10 min read · 23 hours ago Image by Gilles Lambert on UnsplashThe digital economy has been built on the wonderful promise of equal, fast, and free access to knowledge and information. It has been a long time since then.…

A Complete Guide for Lead Scoring

UncategorisedDecember 11, 2023120Views 0Likes 0Comments

Introduction Lead scoring is an essential methodology in the realm of B2B sales and marketing. At its core, it involves assigning a numerical score to each lead, typically on a scale from 1 to 100, to gauge their likelihood of making a purchase. This process is a strategic approach to understand the potential of…

Remote Work in Data Science: Pros and Cons

Data AnalyticsDecember 11, 2023131Views 0Likes 0Comments

Photo by Ketut Subiyanto In the not-so-distant past, data scientists were tethered to cubicles and confined to physical office spaces. However, times are changing, and the remote work revolution is reshaping the professional landscape. Today, it is easier than ever to pursue your passion for data science while working from the comfort of…

Researchers from Stanford University and FAIR Meta Unveil CHOIS: A Groundbreaking AI Method for Synthesizing Realistic 3D Human-Object Interactions Guided by Language

AI NewsDecember 11, 2023125Views 0Likes 0Comments

The problem of generating synchronized motions of objects and humans within a 3D scene has been addressed by researchers from Stanford University and FAIR Meta by introducing CHOIS. The system operates based on sparse object waypoints, an initial state of things and humans, and a textual description. It controls interactions between humans and objects by…