Framework and Lessons Learned from Building a Generative AI Application - Jason Tan
Discover insights on building Generative AI applications, exploring frameworks, lessons learned, and the advantages of embedded AI for innovative solutions and business integration.
Simplifying Testing of Spark Applications
Learn techniques to simplify testing Spark applications, covering Python UDFs, Pandas UDFs, and functional APIs. Explore practical scenarios and demos for efficient data processing and analysis.
Memwalker Advanced Tree Retrieval Without VectorDB - Python Implementation
Explore a Python implementation of Memwalker, an advanced tree retrieval system using GPT models for summarization and reasoning, without relying on embeddings or VectorDBs.
Mastering ChatGPT: Crafting Powerful Prompts
Explore scientific principles and advanced techniques for crafting effective prompts, optimizing queries, and tackling complex tasks with large language models.
Understanding Underground Incentivized Review Services in E-commerce - CHI 2024
Uncovers sophisticated mechanisms used by fraudsters for review fraud on e-commerce platforms, including AI tools, and explores effective countermeasures through surveys with real agents and reviewers.
Unstable Log Sequence Anomaly Detection - Introducing Vocabulary-Free BERT
Innovative anomaly detection method for unstable log data in cybersecurity, improving on BERT models to reduce false positives and enhance SOC efficiency.
Hacking Content Creation with AI - Leveraging AI for Captivating and Authentic Content
Leverage AI to craft captivating content, refine authentic expression, and optimize ChatGPT for quality outputs. Learn growth hacking frameworks and explore real-world AI applications in content creation.
Creating Custom GPTs - Tutorial and Practical Applications
Master the art of creating custom GPTs with this comprehensive tutorial, covering basics, advanced strategies, and practical applications for AI-driven communication.
The Science of Stories: Measuring and Exploring the Ecology of Human Stories with Lexical Instruments
Explore the use of lexical meters to measure social and cultural phenomena through social media and text analysis, uncovering insights into human behavior and storytelling.
The Disruptors - Innovating Travel and AI with Sam Altman and Brian Chesky
Innovative tech leaders Sam Altman and Brian Chesky discuss disruption in AI and travel, sharing insights on transforming industries and shaping the digital future with NBC's Lester Holt.
Building an AI Assistant for BI - The Good, the Bad, and the Ugly
Explore challenges and lessons learned in developing AI-powered assistants for data visualization, addressing unique issues in business intelligence workflows and data exploration.
Streaming Data Enrichment and Analysis with Redpanda, CDC, and Python
Explore real-time data enrichment using streaming platforms, Debezium for CDC, and Python-based ML for sentiment analysis. Learn strategies for data aggregation and visualization in modern streaming architectures.
Databricks Generative AI Fundamentals
Explore generative AI fundamentals, applications, and transformative potential in this deep dive session, focusing on practical use cases and market differentiation strategies.
Document Similarity Using Langchain, OpenAI Embeddings, and Neo4J
Explore document similarity using Langchain, Neo4j, and OpenAI embeddings. Learn practical techniques for machine learning and data science applications.
Prompt Engineering Techniques with Mistral 7B Instruct for Data Science and Machine Learning
Explore prompt engineering techniques using Mistral 7B Instruct, including zero-shot, few-shot, CoT, and RAG. Learn to craft effective prompts for enhanced machine learning outcomes.
Creating Synthetic Data with Langchain, OpenAI, and Faker
Generate synthetic data using Langchain, OpenAI, and Faker for data science and machine learning applications. Learn powerful techniques to create realistic datasets.
Neo4J Knowledge Graph Builder App with Langchain, OpenAI, and Gemini
Build knowledge graphs from unstructured data using Neo4J's Knowledge Graph Builder App with AI integration for efficient data extraction and visualization.
Langchain: How to Run Sequential and Parallel Chains
Explore sequential and parallel Langchain chains for advanced machine learning workflows. Master techniques to enhance data processing and model performance.
ChatGPT - What Is All the Chatter About? by Preethi Jyothi
Explore diverse scientific topics through engaging lectures by distinguished researchers, designed to inspire and educate women in mathematics and statistics.
Sparks of AGI - Analyzing GPT-4 and the Latest GPT-LLM Models
Explore GPT-4's advancements, including multi-modal input, exam performance, spatial awareness, and potential AGI implications. Analyze capabilities, challenges, and societal impacts of cutting-edge language models.
Essential Matrix Algebra for Neural Networks
Learn essential matrix algebra for neural networks, covering linear transformations, matrix operations, and their application in PyTorch and Attention mechanisms.