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10 Best No Code App Builders (December 2023)

Within the ever-evolving landscape of technology, the rise of no-code app builders stands as a testament to the democratization of app development. Gone are the times when making a digital solution was solely within...

Version Controlling in Practice: Data, ML Model, and Code

A Step-by-Step Guide to Versioning in MLOpsVersion control is a vital practice! Without it, your project may turn out to be disorganized, making it difficult to roll back to any desired point. You risk...

Hidden Markov Models Explained with a Real Life Example and Python code

The true world is filled with phenomena for which we will see the ultimate end result, but can’t actually observe the underlying aspects that generated those outcomes. One example is predicting the weather, determining...

Meta Unveils Latest Coding Tool Code Llama

Meta has taken a daring step forward on the planet of coding with its latest offering, Code Llama. This breakthrough large language model (LLM) guarantees to redefine the best way we approach coding tasks....

Boosting Model Accuracy: Techniques I Learned During My Machine Learning Thesis at Spotify (+Code Snippets)

A tech data scientist’s stack to enhance stubborn ML modelsThis text is certainly one of a two-part piece documenting my learnings from my Machine Learning Thesis at Spotify. You should definitely also try the...

Exploring OpenAI’s ChatGPT Code Interpreter: A Deep Dive into its Capabilities

OpenAI advancements in Natural Language Processing (NLP) are marked by the rise of Large Language Models (LLMs), which underpin products utilized by hundreds of thousands, including the coding assistant GitHub Copilot and the Bing...

What to Know About StableCode: The AI Code Generator From Stability AI

In today's rapidly evolving tech landscape, AI-powered solutions are playing an important role in transforming industries. One such game-changer is StableCode, developed by Stability AI. This revolutionary tool will not be just one other...

Expected Calibration Error (ECE) – A step-by-step Visual Explanation Example Python Code

NumpyFirst we are going to arrange the identical example from above:import numpy as np# Binary Classificationsamples = np.array()true_labels = np.array()We then define the ECE function as follows:def expected_calibration_error(samples, true_labels, M=3):# uniform binning approach with...

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