How to Track Progress and Collaborate in Data Science and Machine Learning Projects
Practical guidelines for organizing, tracking, and collaborating on data science projects, covering code management, metrics tracking, and effective communication between teams.
How We Used Reinforcement Learning to Solve the Abbey of Crime
Explore how AI and reinforcement learning were used to conquer the challenging 1987 RPG "Abbey of Crime," overcoming its complexity within 120k of data to complete the game autonomously.
The Data Janitor Returns
Practical insights on data-driven decision-making with limited resources. Covers roles, challenges, and real-world solutions in data management, avoiding hype and focusing on impactful strategies.
Continuous Delivery for Machine Learning Applications with Open Source Tools
Explore implementing continuous delivery for ML applications using open-source tools. Learn to automate development processes, integrate mixed teams, and continuously improve chatbots in production environments.
Automatic Image Cropping for Online Classifieds
Explore an AI-powered image cropping system for online classifieds, enhancing thumbnail attractiveness and buyer engagement through deep learning and salient region identification.
From Paper to Product - How We Implemented BERT
Explore the journey of implementing BERT in a natural language generation product, from initial research to production deployment. Learn about challenges, successes, and valuable lessons for NLP practitioners.
Honey, I Shrunk the TinyML
Explore TinyML: train, convert, and run machine learning models on microcontrollers. Learn quantization, pruning techniques, and step-by-step integration for embedded AI applications.
Kotlin for Machine Learning
Explore Kotlin's potential in machine learning projects, from data cleaning to model deployment. Learn about Kotlin tools for data science, including Jupyter notebooks, visualizations, and dataframes.
Why Security Is Important in ML and How To Secure Your ML-based Solutions
Explore security risks in AI/ML adoption, focusing on secure coding practices in Python. Learn techniques to improve code hygiene and protect against vulnerabilities in ML-based solutions.
AngularJS in 20ish Minutes
Comprehensive introduction to AngularJS covering key concepts like data binding, directives, scope, controllers, and factories. Ideal for beginners looking to jumpstart their learning process.
Rich Data Models and Angular
Explore rich data models in Angular for complex business logic and interrelated data, enhancing testability and development ease while leveraging Angular's strengths.
Awesome Interfaces with AngularJS Animations
Explore AngularJS animations to create dynamic, engaging user interfaces. Learn techniques for implementing smooth transitions and interactive elements in web applications.
Angular Weapon Defense
Explore Angular's defensive techniques against common web vulnerabilities. Learn to fortify your applications and protect against potential threats in this insightful presentation.
Progressive Saving
Learn techniques for implementing progressive saving in AngularJS applications using BreezeJS, enabling users to seamlessly save work-in-progress and resume later without forced save/cancel actions.
Rapid Prototyping with Angular & Deployd
Discover rapid prototyping techniques using Angular and Deployd for efficient web application development. Learn to streamline your workflow and create functional prototypes quickly.
Dependency Injection
Explore dependency injection in Angular with Vojta Jina. Learn key concepts, best practices, and implementation techniques to enhance your Angular applications' modularity and testability.
How to Use Typescript on Your Angular Application and Be Happy
Learn to integrate TypeScript with Angular for improved error detection, maintainability, and productivity. Discover project structure, tools, and hands-on techniques for successful implementation.
Angular === Community - Keynote
Explore Angular's evolution, community impact, and future vision. Gain insights into open-source challenges, release strategies, and collaborative opportunities for developers and the core team.
Building Realtime Apps With Firebase and Angular
Learn to build real-time applications using Firebase and Angular. Discover how these technologies integrate seamlessly to create modern, responsive web apps with live data synchronization and backend functionality.
Angular Directives that Scale
Explore scalable approaches to building Angular directives for large UI libraries, focusing on alternatives to one-to-one widget relationships and lessons from Angular Kendo UI project.
Dart, It's Angular Too
Explore AngularDart: a preview of AngularJS 2.0 features, including transclusion, directives, and 3rd-party library integration. Learn about Dart's role in scalable web engineering and its impact on Angular's evolution.