Python and Flutter Application for Colouring and Enhancing Old Photos
Learn to colorize and enhance old photos using Python and Flutter, exploring deep learning models, API development, and mobile app creation for efficient image processing.
How Well Do We Understand Our Universe? Let's Python It Out!
Explore cosmic evolution using Python and machine learning to model the Universe's history, train AI on simulations, and apply findings to real galaxies, shedding light on their cosmic past.
Code Like a Snake Charmer Version 2.0 - Introduction to Python
Comprehensive introduction to Python for data science, covering basics and machine learning using real-world datasets. Ideal for beginners looking to integrate Python into Microsoft tools.
Everything a Swift Dev Needs to Know About Machine Learning
Discover how machine learning impacts Swift development, exploring techniques, tools, and resources. Learn to leverage iOS for data gathering and model implementation using native code.
Swift for TensorFlow - Machine Learning with No Boundaries
Explore Swift for TensorFlow's latest features, future plans, and unique advantages for machine learning projects. Learn about cross-platform capabilities, performance improvements, and developer tools in this cutting-edge framework.
From Zero to Deep Learning Enhanced App
Practical insights on developing a Deep Learning Android app, from data collection to production deployment using TensorFlow, with tips on choosing the right approach and best practices.
Coding Deep Learning
Explore deep learning fundamentals, including matrix algebra and calculus, and get practical tips for using frameworks like Keras, PyTorch, and TensorFlow in this informative session.
Enterprise Tensorflow
Explore integrating TensorFlow models into Java enterprise environments, covering deployment, version control, and integration with popular server frameworks like Spring and Apache CXF.
Long Short-Term Memory - LSTM Models with TensorFlow
Dive into LSTM implementation using TensorFlow's Python API for natural language understanding. Learn the math and code behind this powerful RNN architecture in a hands-on session.
TensorFlow Training on the JVM
Explore TensorFlow training on the JVM, combining ML models with Java for commercial projects. Learn architecture, operations, and practical implementation techniques.
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.
Deep Dive - Volcano
Explore Volcano, a batch system for Kubernetes, designed for machine learning, bioinformatics, and big data workloads. Learn its features, benefits, and integration with popular frameworks.
Bring Batch Capability Into Kubernetes, Using AI and Big Data as an Example
Explore advanced scheduling features for batch workloads in Kubernetes, focusing on AI and big data applications using frameworks like TensorFlow and Spark. Learn about fair-share scheduling and the Volcano project.
Accelerate and Autoscale Deep Learning Inference on GPUs with KFServing
Explore KFServing for efficient GPU-based deep learning inference, focusing on BERT models. Learn about scalability, performance optimization, and real-world applications in financial data processing.
Serverless Kubernetes Boosts AI Business
Explore how serverless Kubernetes enhances AI services, focusing on security, multi-device support, and running deep learning frameworks. Learn from Huawei's experience in optimizing AI workloads on Kubernetes.
A Year of Democratizing ML With Kubernetes & Kubeflow
Explore Kubeflow 1.0's new features for democratizing machine learning on Kubernetes, including web-based UI, simplified setup, and sophisticated ML tooling for end-to-end solutions.
Life is Not Fair, but Your ML Pipeline Can Be
Explore techniques to evaluate and enhance fairness in multi-cloud Kubeflow workflows, covering responsible AI, fairness aspects, and open-source tools for fair model learning and hyperparameter tuning.
Chatbots in Scala - Meet Your New Robot Overlords
Explore chatbot development in Scala, covering user experience, messaging architecture, natural language processing, and machine learning approaches for building intelligent conversational interfaces.
Computer Vision Using Go and OpenCV 3
Explore computer vision applications using GoCV, combining Go and OpenCV. Learn to build advanced IoT solutions with face tracking, motion detection, and drone control using Tensorflow.
Yoga Pose
Explore face tracking and yoga pose evaluation using TensorFlow and React. Learn to implement fun features and scoring algorithms for interactive web applications.
Creating an AI Musician with JavaScript
Explore AI-generated music using JavaScript and TensorFlow. Learn to create digital instruments, compile songs, and ponder the implications of computer-made music on listener perception.