How to Use ChatGPT for Digital Marketing in 2024 - Tutorial
Explore AI-driven digital marketing strategies using ChatGPT, covering market segmentation, social media, email campaigns, SEO, and customer feedback analysis for effective audience targeting and engagement.
Generative AI with Python - Build ChatGPT and Text-to-Image Apps (2024)
Learn to build GenAI applications using Python, from setting up the environment to creating ChatGPT interfaces and text-to-image apps. Explore LangChain and gain practical skills through a real-world case study.
Master Data Analytics with ChatGPT, Python and Excel
Learn data analytics essentials using ChatGPT, Python, and Excel. Covers data handling, regression modeling, summary statistics, and univariate analysis with practical examples on a car MPG dataset.
Responsive Personal Portfolio Website Tutorial - HTML, CSS, and JavaScript with Light-Dark Theme
Learn to build a modern, responsive portfolio website with HTML, CSS, and JavaScript. Features include light/dark themes, animations, and interactive elements like accordions and carousels.
Build and Deploy a Responsive Personal Portfolio Website Using HTML, CSS, and JavaScript
Create a modern, responsive personal portfolio website with HTML, CSS, and JavaScript, featuring light-dark theme, animations, and interactive elements.
Fine-Tuning Large Language Models with Limited Resources - NeurIPS Hacker Cup AI
Strategies for fine-tuning large language models with limited resources: memory optimization, gradient accumulation, activation checkpointing, LoRa, and dataset quality. Practical advice for 40 GB VRAM GPU constraints.
Reinforcement Learning with TorchRL and TensoDict - NeurIPS Hacker Cup AI
Explore TorchRL and TensoDict for advanced reinforcement learning in PyTorch, covering RLHF, data handling, and practical applications for streamlined RL workflows.
Fine-tuning LLMs to Reduce Hallucination - Leveraging Out-of-Domain Data
Explore techniques to enhance LLM factual consistency using out-of-domain data and two-step fine-tuning. Learn to leverage Weights & Biases for model evaluation and improve hallucination detection.
Retrieval Augmented Generation Explained for Beginners - RAG in LLMs
Comprehensive guide to Retrieval Augmented Generation in LLMs, covering fundamentals, workflow, applications, and hands-on implementation using LangChain. Ideal for beginners seeking practical knowledge.
Inside GPT - Large Language Models Demystified
Demystifying GPT algorithms: from fundamentals to advanced applications. Explore NLP concepts, model training, ChatGPT capabilities, and practical implementation strategies for leveraging AI in your solutions.
Messaging: The Fine Line Between Awesome and Awful
Explore messaging patterns in distributed systems, learn to leverage benefits, tackle challenges, and make informed decisions for effective implementation in your architecture.
ChatGPT and OpenAI API Solutions: My Favorite Implementations
Explore practical AI implementations for software development and business processes. Learn to leverage ChatGPT, OpenAI API, and Semantic Kernel to boost productivity and create innovative solutions.
AI's Impact on Digital Transformations and ERP Implementations
Explore AI's influence on enterprise tech, ERP, and digital transformation. Learn about AI platform selection, procurement impacts, service management, and potential risks.
Introduction to Artificial Intelligence - The Complete Training Course
Comprehensive overview of AI fundamentals, applications, and impact on technology. Explores key concepts, current trends, and future potential of artificial intelligence in various industries.
Functional Correctness - Haskell-ing Your Way to Reliable Code
Explore functional programming with Haskell to create reliable, maintainable software. Learn key concepts like referential transparency and pure functions through practical examples and approachable explanations.
Harden Your Security Mindset - Breaking Down Critical Security Risks for Web Applications
Boost your IT career by learning key web app security risks, common pitfalls, and effective defense strategies. Gain insights to harden your security mindset and combat vulnerabilities.
Finishing Up the Stack Overflow Project - Implementing Upvoting and User Reputation
Implementing upvoting system, user preferences, and reputation management in a Stack Overflow clone using Next.js and Appwrite. Covers complex algorithms and API routes.
Tracking the Pandemic: Data Science and AI in Tackling Covid-19
Explore data science's role in tackling Covid-19, including smartphone tracking and AI research for crisis solutions, with Jon Crowcroft from the Alan Turing Institute.
NeuroMANCER - Differentiable Programming Library for Data-driven Modeling and Control
Explore NeuroMANCER: an open-source library for integrating machine learning with scientific computing, focusing on parametric optimization, system identification, and optimal control.
A Connection between Probability, Physics and Neural Networks
Explore the intersection of probability, physics, and neural networks, focusing on constructing physics-consistent models using Gaussian processes and the central limit theorem.
PirateNets - Physics-Informed Deep Learning with Residual Adaptive Networks
Explore PirateNets: a novel deep learning architecture for solving PDE-governed problems, offering improved stability and efficiency over traditional physics-informed neural networks.