Introduction The Central Limit Theorem (CLT) is one of the cornerstones of statistical theory and a powerful concept in probability. This theorem explains why the normal distribution appears so often in real-world data, even when the original data doesn’t follow a normal distribution. Understanding CLT is crucial for statisticians, data analysts, and anyone working with…
What is a large language model (LLM)? Large Language Models are machine learning models that employ Artificial Neural Networks and large data repositories to power Natural Language Processing (NLP) applications. An LLM serves as a type of AI model designed to be able to grasp, create, and manipulate natural language. These models rely on deep…
The introduction of DeepSeek has triggered a paradigm shift in the AI landscape. Its ability to outperform existing technologies at a fraction of the cost has sent ripples throughout the tech industry.
How a Large Language Model (LLM) predicts the next word, including all the mathematical operations involved at each step, with the appropriate vector and tensor manipulations.
This course is designed for beginners and intermediate developers interested in learning how to build Android applications using Kotlin and Android Studio. By the end of the course, you’ll have hands-on experience with Android Studio, Kotlin programming, and essential Android development tools and techniques.
Key Concepts Explained Large Language Models (LLMs): – LLMs are sophisticated AI systems designed to understand and generate human language. They are trained on vast amounts of text data, learning the structure and nuances of language, enabling them to perform tasks like translation, summarization, and conversation. Fine-Tuning vs. Pre-Training: – Pre-Training: In this…
In today’s world, losing or having a phone stolen is a major inconvenience, and the prospect of trying to retrieve your device can be daunting. Whether it’s a misplaced device or a stolen phone, having the ability to track your Android phone can help you recover it quickly. The good news is that even without…
What is Pegasus Malware? Pegasus is an advanced spyware developed by NSO Group, an Israeli cybersecurity company. It is designed to infiltrate smartphones, both iOS and Android, with the goal of extracting a wide range of sensitive data without the user’s knowledge. This includes text messages, call logs, emails, key logs, photos, videos, location data,…
Prompt Engineering Guide Prompt engineering is a relatively new discipline for developing and optimizing prompts to efficiently use language models (LMs) for a wide variety of applications and research topics. Prompt engineering skills help to better understand the capabilities and limitations of large language models (LLMs). Researchers use prompt engineering to improve the capacity of…
Course on Large Language Models NOTE: You’re only meant to change code marked with “# TODO:” Table of Contents Setting Up API Key Configuration Connecting to OpenAI API Exploring the API Creating Chat Completions Understanding Completion Parameters Prompt Engineering Crafting Effective Prompts Strategies and Best Practices Advanced Techniques Utilizing Embeddings Function Calling in LLMs Extras…
