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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...

ChatGPT Code Interpreter: How It Saved Me Hours of Work

Creating an interactive world map of country populations with a few sentences.It’ll now be available once you start a recent chat.The dutyI used to be going to create a world map visualization that indicates...

ChatGPT’s Code Interpreter Was Just Released. Here’s How It Will Change Data Science Eternally.

Upload datasets, generate reports, and download them in seconds!The very best ChatGPT plugin was just released — code interpreter. This plugin allows us to upload data, write/execute Python code, do data evaluation, generate reports,...

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