Supervised Learning Algorithms - Lecture 3
Explore supervised learning algorithms, model evaluation, and Python implementation for classification and regression tasks in petroleum engineering and energy transition.
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.
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.
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.
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.
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.
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.
Complete Helm Chart Tutorial: From Beginner to Expert Guide
Master Helm Charts: from basics to advanced techniques for efficient Kubernetes management. Learn CLI commands, create custom charts, explore Helmfile, and dive into hooks and tests.
The Joy of Creating Art with Code
Explore generative art using Python, Processing, PyCairo, and webGL. Learn to create aesthetic visuals with algorithms, geometric patterns, and mathematical functions.
Building C-Apps on Python
Explore techniques for integrating C and Python to create powerful, high-performance applications with enhanced functionality and speed.
Industrial Protocol Gateways - A Deep-Dive of Moxa MGate 5105-MB-EIP
Explore industrial protocol gateways, focusing on Moxa MGate 5105-MB-EIP. Learn about vulnerabilities, customizing tools, and intercepting configurations in this hands-on deep dive into OT network security.
The Effect of Constraints on the Number of Viable Permutations of Passwords
Explore the impact of password constraints on permutations and security through Monte Carlo simulations, analyzing character sets, length, and user behavior.
Automation Plumbing
Explore efficient automation workflows for cybersecurity, covering detection, aggregation, processing, and plumbing solutions using tools like Python, Elastic Search, Splunk, and Log Stash.
Data Science Way to Deal With Advanced Threats
Explore data science methods for advanced threat detection in SOCs, combining unsupervised and supervised learning to reduce false positives and streamline anomaly triage using ML and interactive visualizations.
Web Application Firewall Workshop
Hands-on workshop exploring Web Application Firewall bypass techniques, including encoding, SQL injection, protocol switching, and syntax alternatives. Practical exercises with in-depth explanations for each method.
Modern Reconnaissance Phase by APT - Protection Layer
Evolving APT reconnaissance techniques using malicious documents and watering hole attacks. Detailed analysis of obfuscation methods, scripting languages, and mitigation strategies for enhanced cybersecurity.
The New Wave of Deserialization Bugs
Explore deserialization vulnerabilities in Java, PHP, and Python. Learn to identify and mitigate risks in enterprise applications using practical examples and tools.
M33tfinder
Discover M33tfinder: a tool for identifying vulnerable web applications. Learn offensive security techniques from an experienced researcher in this informative conference talk.