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Fundamentals of Reinforcement Learning
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Discover how Careem optimized its ride-hailing system, reducing response times from minutes to seconds. Learn about the challenges, solutions, and key pillars for building a reliable and scalable marketplace platform.
Explore TensorFlow and Google Cloud for machine learning applications through a hands-on example, covering data ingestion, neural network training, and prediction on real datasets.
Practical insights into cybercrime tactics, debunking myths and offering actionable advice on ransomware, business email compromise, DDoS extortion, and password security.
Discover how to implement mobile continuous delivery, improving release cadence, quality, and team morale through automated UI testing and streamlined processes.
Explore Rust's success in production systems, its adoption by major companies, and the key features driving its popularity in this insightful talk by Florian Gilcher.
Explore Mars' past, present, and future through advanced space missions. Learn about landing challenges, scientific discoveries, and plans for human colonization on the Red Planet.
Explore Lean UX methods for innovation and user research in organizations. Learn practical strategies for integrating design thinking, business, and technology in product development.
Explore serverless computing: benefits, challenges, and best practices. Learn when to adopt this approach for efficient cloud-based development and infrastructure management.
Explore real-world Kubernetes implementation challenges and solutions. Learn practical insights for deploying and managing containerized applications in cloud-native environments.
Introductory talk on TensorFlow, demonstrating how to create a simple neural network and use Google Cloud Machine Learning API for training and real-time predictions.
Explore serverless application development from basics to production-grade, covering AWS Lambda, frameworks, execution models, and best practices for efficient, scalable cloud-native solutions.
Explore microservices for organizational scalability, focusing on Docker, Kubernetes, and Google Cloud Platform. Learn deployment strategies and best practices for efficient service communication and monitoring.
Explore log management at scale, covering Kafka, microservices, behavioral detection, and GDPR considerations for effective insights from high-volume data streams.
Explore the evolution of software development roles and the shift towards versatile professionals who can impact product creation beyond coding, emphasizing community engagement and knowledge sharing.
Explore container management challenges and solutions with Habitat, focusing on building, deploying, and running containerized applications at scale for modern and traditional architectures.
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