Probabilistic Programming in Python - Conf42 Python 2024
Explore Bayesian statistics, probabilistic modeling, and MCMC in Python. Learn key concepts and practical applications through demonstrations and workflow explanations.
Building Practical Projects with LLM - Tutorial for Beginners
Develop practical LLM projects: Set up Together AI, use document loaders, invoke LLMs, create prompt templates, and build LLM chains for summarization in this hands-on tutorial.
Local Llama 3.2 (3B) Tutorial - Summarization, Structured Text Extraction, and Data Labelling
Explore Llama 3.2 (3B) on Ollama for summarization, data extraction, and labeling. Learn setup, coding, and practical applications in this hands-on tutorial.
Simplify IoT/AIoT Development with POCO C++ Libraries and Macchina.io
Craft modular IoT applications with rich web interfaces using POCO C++ Libraries and macchina.io. Integrate sensors, protocols, and cloud services for efficient Linux-based device development.
Setting Up and Managing GitHub Actions for Multiple Projects
Learn to set up and manage GitHub Actions across multiple projects efficiently, with insights on starter actions, organization reports, and custom workflows for Java and Python repositories.
Building Real-time Pulsar Apps on Kubernetes
Develop real-time cloud native streaming apps using Java, Golang, Python, and Apache NiFi with Apache Pulsar on Kubernetes.
Building Resilient Applications with Durable Execution
Explore Durable Execution Engines to build resilient e-commerce backends. Learn to track user carts, ensure single payments, and manage order delivery while handling crashes and recoveries.
Bringing GenAI to the Modern Enterprise - A Production Use-Case in Serverless Java
Develop cutting-edge GenAI applications for enterprises using Java, AI orchestration frameworks, and multiple LLMs. Learn hands-on with a real-world production use-case in a serverless environment.
Harmonizing Code and Melody: Making Electronic Music with AI and Programming
Explore MusicAgent: Compose, arrange, and produce electronic music using Python, Sonic Pi, and AI. Control the entire creation process from concept to recording, including album art generation.
From Monolith to Multi-Services: How Platform Engineering Transforms Your Business
Explore platform engineering's role in transforming monolithic systems to multi-services architectures, focusing on key principles, migration strategies, and best practices for scaling.
Java Meets AI: Build LLM-Powered Apps with LangChain4j
Explore LangChain4j framework to build AI-powered Java apps. Learn to integrate LLMs, generate images, and create advanced RAG systems. Dive into Quarkus integration for efficient development and deployment.
Raspberry Pi AI Camera - Deep Dive
Explore Raspberry Pi AI Camera capabilities for video data detection and capture. Learn to harness AI for advanced image processing and analysis in your projects.
Simplifying Python Web App Operations: Automating Kubernetes Ops with Open Source
Automate Kubernetes operations for Python web apps with open-source tools. Explore "paas-app-charmer" suite integrating Juju, Charmcraft, and Rockcraft to streamline deployment and focus on app creation.
Rewiring Your Brain - Boost Productivity with Test Driven Thinking in C++
Explore how test-driven thinking enhances productivity, improves focus, and makes coding enjoyable. Learn psychological insights to supercharge your C++ development process.
Think Parallel - Changing Mindsets for Parallel Programming in C++
Explore parallelism in C++ through four algorithms, uncovering key principles and implementation strategies to shift your mindset towards parallel thinking in modern programming.
The Data Abstraction Talk
Explore data abstraction's impact on code design, information hiding, and software architecture across programming paradigms. Learn to balance visibility and encapsulation for better dependency management and API evolution.
File IO - Past, Present and Future
Explore 40 years of file I/O evolution in game programming, covering fundamentals, optimization techniques, and future standard improvements for enhanced system performance.
Distributed Async Await - A New Programming Model for the Cloud
Explore Distributed Async Await, a new cloud programming model extending async-await simplicity. Learn theoretical foundations and practical insights for crafting delightful, scalable cloud applications.
Data Analysis on Datasets, Seaborn and Matplotlib Plots
Learn data analysis techniques using Seaborn and Matplotlib, exploring various datasets and creating informative visualizations to gain insights from real-world data.
Hierarchical Component-Based Modeling with ModelingToolkit.jl
Explore hierarchical component-based modeling using ModelingToolkit.jl for efficient simulation of complex systems. Learn to build, simplify, and analyze large-scale models with Julia's SciML ecosystem.
Data Engineering Roadmap and Full Course with Python and SQL for 2024
Comprehensive guide to data engineering, covering Python, SQL, big data technologies, cloud platforms, and data warehousing tools. Includes hands-on tutorials and real-world projects for practical skill development.