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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Streamlining ML Workflows: Automating Hyperparameter Tuning with CI/CD and DVC
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Streamlining ML Workflows: Automating Hyperparameter Tuning with CI/CD and DVC

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2 min read
Project Completed. Now I’m Going to Break It Down.
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Project Completed. Now I’m Going to Break It Down.

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1 min read
The Three Musketeers of Machine Learning: A Journey from "What's ML?" to "I Get It!"
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The Three Musketeers of Machine Learning: A Journey from "What's ML?" to "I Get It!"

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9 min read
Difficulty Debugging Black-Box Model Decisions (Salesforce Einstein / AI)

Difficulty Debugging Black-Box Model Decisions (Salesforce Einstein / AI)

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3 min read
Chapter 2: Classification

Chapter 2: Classification

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4 min read
What SmartML Benchmarks Tell You Before Hyperparameter Tuning

What SmartML Benchmarks Tell You Before Hyperparameter Tuning

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2 min read
How Large Language Models (LLMs) Actually Generate Text
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How Large Language Models (LLMs) Actually Generate Text

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2 min read
Data Science Meets Wine: Building a Model to Predict Quality Accurately
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Data Science Meets Wine: Building a Model to Predict Quality Accurately

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8 min read
LLM from scratch, part 28 – training a base model from scratch on an RTX 3090
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LLM from scratch, part 28 – training a base model from scratch on an RTX 3090

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4 min read
Fine-Tuning and Inference in LLMs: From Custom Models to Production Deployment

Fine-Tuning and Inference in LLMs: From Custom Models to Production Deployment

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8 min read
Using Amazon Transcribe to Generate Accessible Captions for Video Content

Using Amazon Transcribe to Generate Accessible Captions for Video Content

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6 min read
Data Poisoning as Mythic Corruption: How Attackers Taint the Well of AI
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Data Poisoning as Mythic Corruption: How Attackers Taint the Well of AI

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6 min read
perceptron - day 01 of dl

perceptron - day 01 of dl

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2 min read
Day 20 of improving my Data Science skills
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Day 20 of improving my Data Science skills

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2 min read
dots-ocr: Open-Source OCR Outperforms Giants for Multilingual Automation
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dots-ocr: Open-Source OCR Outperforms Giants for Multilingual Automation

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4 min read
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