All current Computer Science Courses courses in 2024
3168 Cursussen
Turbo Installation on MK4 R32 VR6 - Building Toward 500 Wheel Horsepower
Dive into hands-on turbo installation on a VR6 R32, tackling fitment challenges and real-world problems while building toward 500 wheel horsepower in this detailed automotive project.
Coding is Easy - Architecture is Hard - Can AI Bridge the Gap?
Explore software architecture's evolution with IBM Fellow Grady Booch, examining AI's role in coding vs. system design and the critical human responsibility in architectural decisions.
The Craft of Software Architecture in the Age of AI Tools
Explore how software architecture must evolve as AI coding assistants reshape development, examining quality, trust, and the enduring importance of human architectural judgment.
Deep Reinforcement Learning: From Theory to Practice
Master deep reinforcement learning from function approximation to modern algorithms like PPO, DDPG, and SAC, implementing stable agents for high-dimensional environments including games and robotics.
Mastering Classic Reinforcement Learning Algorithms
Explore the mathematical foundations of reinforcement learning, covering Markov decision processes, dynamic programming, Q-learning, and SARSA to solve finite decision-making problems using tabular methods.
Advanced Deep RL Algorithms and Applications
Master advanced deep RL algorithms—DQN extensions, policy gradients, and actor-critic methods—applying them to gaming, stock trading, and NLP environments to solve complex real-world AI challenges.
Introduction to Learning
Explore foundational AI learning concepts—supervised, unsupervised, and reinforcement learning—covering decision trees, neural networks, and Q-learning to build practical skills for real-world applications.
Advanced Deep Learning Architectures
Master advanced deep learning architectures including Transformers, Diffusion Models, and LLMs. Fine-tune billion-parameter models on consumer GPUs using LoRA, QLoRA, and efficient training techniques.
Foundations of Industrial IoT Devices, Data Flow, & Security
Explore the foundations of Industrial IoT, covering devices, data flow, industrial protocols, and cybersecurity practices to secure and support smart industrial environments.
Practical AI for Social Impact
Gain foundational AI skills—machine learning, reinforcement learning—while tackling social impact challenges like data scarcity, bias, and ethical deployment to optimize resource distribution and drive systemic change.
Deep Learning for Computer Vision: Techniques & Applications
Master deep learning for computer vision using PyTorch—build CNNs, implement VGG, ResNet, YOLO, and U-Net, and tackle object detection and image segmentation with real datasets.
Deep Learning: Advanced Backbones and Efficient GPU Training
Master advanced deep learning backbones—ConvNeXt, Vision Transformers, RoPE, SwiGLU—and efficient GPU training with PyTorch Lightning, mixed precision, and W&B experiment tracking.