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Stream Processing with Python, Kafka & Faust | by Ali Osia | Feb, 2024

Data ScienceFebruary 18, 2024135Views 0Likes 0Comments

How to Stream and Apply Real-Time Prediction Models on High-Throughput Time-Series Data Photo by JJ Ying on UnsplashMost of the stream processing libraries are not python friendly while the majority of machine learning and data mining libraries are python based. Although the Faust library aims to bring Kafka Streaming ideas into the Python ecosystem, it…

An Introduction To Fine-Tuning Pre-Trained Transformers Models | by Ram Vegiraju | Feb, 2024

Data ScienceFebruary 18, 2024136Views 0Likes 0Comments

Simplified utilizing the HuggingFace trainer object Image from Unsplash by Markus SpiskeHuggingFace serves as a home to many popular open-source NLP models. Many of these models are effective as is, but often require some sort of training or fine-tuning to improve performance for your specific use-case. As the LLM implosion continues, we will take a…

Learn Data Science on a Budget

Data AnalyticsFebruary 18, 2024119Views 0Likes 0Comments

Image by DALLE Finding the right platform or course is never easy when you are looking to learn something new. It consists of a lot of trial and error, and the worst thing is when you pay for them. You feel like you’ve been going around in circles trying to find the best…

Database Data Transformation for Data Engineers | by 💡Mike Shakhomirov | Feb, 2024

Data ScienceFebruary 18, 2024223Views 0Likes 0Comments

Advanced techniques for beginners AI generated image using KandinskyIn this story, I would like to raise a discussion on how we transform data. Whether it’s a database, data warehouse or reporting solution we run data transformations based on data models but how do we organise them? I would like to talk about the modern data…

2024 Tech Trends: AI Breakthroughs & Development Insights from O’Reilly’s Free Report

Data AnalyticsFebruary 17, 2024129Views 0Likes 0Comments

2023 was an interesting year. We have been seeing for decades how the world of technology has gone through different cycles and made an impact on our society and economy, and now a lot of us are eager to find out what the future will look like. With all that happened in 2023, there…

How I Would Learn Python in 2024 (from Zero) | by Egor Howell | Feb, 2024

Data ScienceFebruary 17, 2024141Views 0Likes 0Comments

To start, I would choose an introduction/beginner course that I like the look of or recommendations from another person who I know has good Python skills. You might have heard me say in one of my previous posts that there is no such thing as the “right” course. While this is definitely true, some courses…

7 Steps to Mastering Exploratory Data Analysis

Data AnalyticsFebruary 17, 2024145Views 0Likes 0Comments

Image by Author Exploratory Data Analysis (or EDA) stands as a core phase within the Data Analysis Process, emphasizing a thorough investigation into a dataset's inner details and characteristics. Its primary aim is to uncover underlying patterns, grasp the dataset's structure, and identify any potential anomalies or relationships between variables. By performing EDA,…

Enhancing Vision-Language Models with Chain of Manipulations: A Leap Towards Faithful Visual Reasoning and Error Traceability

AI NewsFebruary 17, 2024135Views 0Likes 0Comments

Big Vision Language Models (VLMs) trained to comprehend vision have shown viability in broad scenarios like visual question answering, visual grounding, and optical character recognition, capitalizing on the strength of Large Language Models (LLMs) in general knowledge of the world. Humans mark or process the provided photos for convenience and rigor to address the intricate…

A Weekend AI Project: Making a Visual Assistant for People with Vision Impairments | by Dmitrii Eliuseev | Feb, 2024

Data ScienceFebruary 17, 2024164Views 0Likes 0Comments

Running a multimodal LLaVA model, camera, and speech synthesis Image by Enoc Valenzuela, UnsplashModern large multimodal models (LMMs) can process not only text but also different types of data. Indeed, “a picture is worth a thousand words,” and this functionality can be crucial during the interaction with the real world. In this “weekend project,” I…

Master The Art Of Command Line With This GitHub Repository

Data AnalyticsFebruary 16, 2024137Views 0Likes 0Comments

Image by Author As a professional who works with data, I understand the importance of being efficient and accurate in the workplace. That's why I believe mastering the command line is an essential skill for streamlining data analysis tasks and improving productivity. It's equally important for regular users who want to optimize their…