WeAreDevelopers Courses

Deep Learning for Mobile Devices

Strategies for implementing efficient convolutional neural networks on mobile devices, covering model optimization, hardware considerations, and on-device training techniques.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk

Attacking Machine Learning Methods Used for Detection of Cyber Attack

Explore machine learning methods for cyber attack detection, their vulnerabilities, and potential defensive strategies against sophisticated attacks on these systems.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

Common Pitfalls in Computer Vision Project

Uncover and overcome common mistakes in transfer learning for computer vision, with insights into CNN behavior and practical solutions for more effective implementations.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

Automatic Spend Classification - An End to End Solution

Learn to implement an end-to-end automatic spend classification system, exploring hierarchical model structures, comparisons, and typical models for effective spend analytics.

• YouTube
• 24 minutes
• On-Demand
• Conference Talk

Self-Supervised Learning - Towards Autonomously Learning Machines

Explore cutting-edge AI techniques for autonomous learning machines, focusing on self-supervised learning methods that reduce reliance on labeled data and enhance general understanding.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

Are You on the Edge or Still in the Cloud

Explore the shift from cloud to edge computing, examining benefits, challenges, and real-world applications for modern software development and deployment strategies.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

The Fake News Arms Race - How AI Can Create, and Detect, Fakes

Explore the AI-driven battle against fake news, from deep-fake creation to detection technologies. Learn how machine vision and NLP combat misinformation at scale.

• YouTube
• 32 minutes
• On-Demand
• Conference Talk

Are You on the Edge or Still in the Cloud

Explore edge computing vs. cloud processing, understanding key concepts, benefits, and considerations for optimal data processing in modern applications.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

Empowering Developers

Explore strategies for developer empowerment, focusing on fostering innovation, enhancing productivity, and creating a supportive work environment in the tech industry.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

Building a Data Platform with Apache Spark on Kubernetes

Explore building a data platform using Apache Spark on Kubernetes, focusing on challenges and solutions for managing on-demand Spark clusters and Jupyter Notebooks in containerized environments.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

How ClusterFuzz Found Over 16,000 Bugs - An Introduction to Fuzzing

Explore ClusterFuzz's success in bug detection through fuzzing techniques. Learn about this powerful tool's methodology and its impact on software security and reliability.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

Data-Driven Process Optimisation at Mondi

Explore data-driven process optimization techniques, from data collection to model deployment and management, using real-world examples from Mondi's manufacturing operations.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

Staying Safe in the AI Future

Explore strategies for responsible AI development and usage, focusing on data quality, bias mitigation, and ethical considerations to ensure a safer AI-driven future.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

End-to-End Deep Learning Pipeline for Self-Driving Cars

Explore the end-to-end deep learning pipeline for self-driving cars, covering data collection, processing, model training, evaluation, and deployment, with insights on common mistakes and future developments.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk

Thoughts on the Future of Programmable Money

Explore the potential of programmable money with Andreas M. Antonopoulos as he shares insights on its future implications and transformative impact on financial systems and society.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk