Data
Artificial Intelligence
From Data Lakes to Data Mesh: A Guide to the Latest Enterprise Data Architecture 1. A Temporary History of Data Lakes 2. The Data Lake Monster 3....
Problem 3 — Fence-throwingDehghani calls the third and final mode of failure , which I prefer to think as leading to unproductiveOur hyper-specialised big data lake engineers working in the info lake are organisationally-siloed...
Artificial Intelligence
Ensuring Trustworthy ML Systems With Data Validation and Real-Time Monitoring
Theoretical Concepts & ToolsData Validation: Data validation refers back to the means of ensuring data quality and integrity. What do I mean by that?As you robotically gather data from different sources (in our case,...
Artificial Intelligence
Talk To Your CSV: How To Visualize Your Data With Langchain And Streamlit 1. Arrange your environment Let’s try it out! Reference : Level Up Coding
Large model models (LLMS) have progressively grown powerful and competently. These models will be used for a wide selection of applications, comparable to text generation, language translation, and providing answers to queries.What's Langchain?In my...
Artificial Intelligence
Applying LLMs to Enterprise Data: Concepts, Concerns, and Hot-Takes 4 Concepts Three Concerns Two Hot-Takes Footnotes
Ask GPT-4 to prove there are infinite prime numbers — while rhyming — and it delivers. But ask it how your team performed vs plan last quarter, and it can fail miserably. This illustrates...
Artificial Intelligence
3 Easy and Powerful Ways This AI Technique Will Transform Data Management
What's an Embedding?Embedding (also called Vector Embeddings) is a series of vectors providing a mathematical representation of words or sentences. The vectors capture the semantic meaning and context of the words or phrases.The advantage...
Artificial Intelligence
Exploring Gradient Boosting vs Linear Regression: Selecting the Best Prediction Tool and Developing a Streamlit App Creating your project’s environment Using VSCode for data evaluation Data Treatment Data...
Hey there! I’m Ana, a knowledge enthusiast and a machine learning apprentice. Welcome to my first post on Medium, where I’ll be sharing my journey and insights into the exciting world of knowledge evaluation...
Artificial Intelligence
Will Generative AI Replace the Need for Data Analysts?
But first, let’s start with some perspective. If we glance back to the introduction of business intelligence tools within the early 2000s, the nice value of those tools lies of their ability to offer...
Artificial Intelligence
Lists, Tuples, Dictionaries, And Data Frames in Python: The Complete Guide Lists Tuples Dictionaries Data frames Conclusions
Definition and creation examplesIn Python, a listing is a group of ordered elements that may be of any type: strings, integers, floats, etc…To create a listing, the items have to be inserted between square...
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