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LLM

An LLM Ensemble for Better Large Language Model Results

September 3, 2023September 8, 2023 jbower

In the ever-evolving world of AI, solving specific problems demands specialized solutions. Firstly, enter the LLM Ensemble: a tailored approach specifically designed to nail complex

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NLP

XGBoost Classifier: The Best for Uncovering DDoS Attacks Easily

September 2, 2023September 2, 2023 jbower

Looking to decode the secret weapon against DDoS threats? Enter the XGBoost Classifier: your beacon in the storm of cyber attacks! Introduction In the expansive

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NLP

Decision Intelligence and Cyber Espionage: Navigating the Digital Shadows Now

August 31, 2023September 1, 2023 jbower

In the digital age, where secrets are coded and hidden in binary, what’s the key to uncovering the truths buried deep within cyberspace? Unraveling the

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LLM

Data Augmentation Using LLMs for Better Phishing Datasets

May 3, 2023August 28, 2023 jbower
Data Augmentation

Can data augmentation elevate your data science status, leaving your peers in awe? Absolutely! Earlier this week, during my day-to-day as an ML Engineer, I

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AWS

VSCode SSH and SSM: The Ultimate Combo for Sleek Remote Dev in AWS

April 16, 2023April 23, 2023 jbower
vscode remote

VSCode SSH Introduction So a major issue I had run into was being able to develop ML models on my local laptop using VSCode that

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NLG NLP

OpenAI GPT-3: How to Setup Easily NOW

February 14, 2023April 23, 2023 jbower
OpenAI GPT-3

This article assumes you have already created an account with OpenAI. Once you have done that you should be able to create your API key.

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Books

The Elements of Statistical Learning: Data Mining, Inference, and Prediction – Book Review

February 8, 2023April 21, 2023 jbower

This book is really a great foundational book if you’re interested in machine learning. If you want to learn about all of the different machine

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Python Tech

How to Install Conda and Miniconda3 on Ubuntu 22.04 LTS

February 8, 2023April 21, 2023 jbower
How to Install Conda and Miniconda3 on Ubuntu 22.04

This morning I find myself working on a new data mining project that relies on Conda. I ran into a few issues along the way

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NLP

Most Popular Word Embedding Techniques for the Win

February 2, 2023April 21, 2023 jbower
Learn to understand word embedding techniques.

Introduction Word embeddings techniques are a type of representation for natural language processing tasks in machine learning. They map words or phrases from a vocabulary

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Python

Python Regex Examples with Notes

July 2, 2018April 21, 2023 jbower

In this blog post you will learn about regular expressions (RegEx), and use Python’s re module to work with RegEx (with the help of examples).

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https://www.youtube.com/watch?v=FEb8KZoEyzI&t=1291s

Recent Posts

  • An LLM Ensemble for Better Large Language Model Results
  • XGBoost Classifier: The Best for Uncovering DDoS Attacks Easily
  • Decision Intelligence and Cyber Espionage: Navigating the Digital Shadows Now
  • Data Augmentation Using LLMs for Better Phishing Datasets
  • VSCode SSH and SSM: The Ultimate Combo for Sleek Remote Dev in AWS

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