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Mastering RAG with RAPTOR: A comprehensive guide using LlamaIndex
Get started with the innovative RAPTOR technique.
Saif Ali
Sep 6 · 2024
How does generative AI work? A step-by-step guide
This blog explains the basics of generative AI, from its origins in traditional language models to modern techniques like self-supervised learning and fine-tuning, highlighting its impact, applications, and future potential. Understand the magic behind generative AI!
Zuwayr Wajid
Sep 6 · 2024
8 best large language models for 2024
Large language models (LLMs) have revolutionized Natural Language Processing (NLP), powering applications like chatbots and content creation. In 2024, the top LLMs include GPT-4, Google Gemini, and many more. We'll explore the top language models influencing NLP in this blog.
Nimra Zaheer
Sep 4 · 2024
A quick guide to generative AI models
Generative AI has revolutionized creativity and innovation across industries, from art to text generation. This quick guide explores how these models work, their benefits, challenges, and their role in data augmentation, content creation, and personalization. It also highlights popular generative AI models like GPT-3, DALL·E, and Midjourney, emphasizing the importance of learning GenAI skills for developers.
Shaheryaar Kamal
Aug 30 · 2024
Essential Data science skills for new grads and early-career devs
Finding valuable insights from massive datasets is a critical skill in today's competitive job market.
Key competencies include Python programming, basic statistics, data analysis tools, data visualization, data cleaning, data wrangling, and machine learning concepts. Learning data science skills will significantly boost your career, opening opportunities for advanced problem-solving, data-driven decision-making, and competitive roles across various industries.
Nimra Zaheer
Aug 29 · 2024
Essential GenAI skills for developers
In today’s rapidly evolving tech landscape, mastering Generative AI (GenAI) skills is crucial for developers. Key competencies include Python programming, machine learning basics, deep learning, natural language processing, and understanding generative models. Learning GenAI enhances creativity, productivity, and career longevity. Developers should prioritize acquiring these skills to stay competitive in the AI-driven industry.
Nimra Zaheer
Aug 1 · 2024
What’s new with developer learning? 2024 updates
This blog highlights the importance of continuous learning for developers to stay current with technological advancements. It emphasizes areas such as artificial intelligence, machine learning, full stack development, and cloud computing as crucial skills for career growth. The platform Educative is recommended for developers seeking effective, AI-powered learning resources to enhance their skills.
Malaika Ijaz
May 31 · 2024
Text summarization with Hugging Face transformers: Part 3
This blog in the text summarization series using Hugging Face transformers focuses on model evaluation for abstractive summarization. It explains the setup for generating outputs and evaluating them against reference summaries using metrics like ROUGE and BERT/BART-Score. The process involves configuring data loaders, setting the model to evaluation mode, generating predictions, and computing scores. It also suggests best practices for research and experiments, including using multiple runs for reliable results, optimizing hyperparameters, and considering human evaluation to validate model performance.
Mehwish Fatima
May 10 · 2024
Top 10 generative AI tools for software developers
Explore the top ten generative AI tools for software developers. Use the power of artificial intelligence in your tasks and improve your task accuracy and efficiency with these top 10 AI tools.
Malaika Ijaz
May 3 · 2024