{"product_id":"the-ultimate-ai-computer-eslam-wahba-9798255721375","title":"The Ultimate AI \u0026 Computer Science Encyclopedia: Complete Guide to AI, Machine Learning, Deep Learning, LLMs, MLOps, and AI Engineering - From Foundat","description":"The Only AI \u0026amp; Computer Science Reference You Will Ever Need\u003cp\u003eTired of juggling twenty books, three courses, and hundreds of blog posts just to understand one concept? This encyclopedia ends that. Over 1,000 pages - from computer science foundations to deploying production LLM systems - organized so every concept buil2026ds on the last.\u003c\/p\u003eWhat's Inside\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003e49 Major Topics\u003c\/b\u003e with complete coverage: CS Foundations, Algorithms, Systems Design, Databases, Cloud\/DevOps, Machine Learning, Deep Learning, Generative AI, LLMs, MLOps, Cybersecurity, AI Safety, and Future Technologies\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003e335+ Reference Tables\u003c\/b\u003e comparing algorithms, architectures, cloud services, fairness metrics, and optimization strategies side by side\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003e133 Production-Grade Code Examples\u003c\/b\u003e in Python - DQN, PPO, RAG pipelines, DDP training, LLM guardrails, A\/B test calculators, and more\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eReal-World Case Studies\u003c\/b\u003e from Netflix, Uber, Google, Meta, and OpenAI\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePractice Problems with Full Solutions\u003c\/b\u003e for technical interviews at top AI companies\u003c\/li\u003e\n\u003c\/ul\u003eTopics Covered\u003cp\u003e\u003cb\u003eFoundations: \u003c\/b\u003e Boolean logic, Turing machines, P vs NP, CUDA execution model, GPU Tensor Cores, cache timing attacks, JIT compilation, torch.compile\u003c\/p\u003e\u003cp\u003e\u003cb\u003eML \u0026amp; Deep Learning: \u003c\/b\u003e Backpropagation derivation, ResNets, transformers, FlashAttention, GQA, RoPE, SwiGLU, knowledge distillation, contrastive learning, MAE, Mamba, state space models, NAS\u003c\/p\u003e\u003cp\u003e\u003cb\u003eGenerative AI \u0026amp; LLMs: \u003c\/b\u003e GPT\/BERT\/LLaMA\/Mistral\/Claude architectures, RLHF, Constitutional AI, DPO, RAG, vector databases, LoRA, QLoRA, AWQ quantization, vLLM, speculative decoding, prompt engineering, agents, tool use\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMLOps \u0026amp; Systems: \u003c\/b\u003e Feature stores, model monitoring, drift detection, A\/B testing, Kubeflow, SageMaker, Vertex AI, Kubernetes GPU scheduling, KEDA autoscaling, canary deployment, SLOs, error budgets\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReinforcement Learning: \u003c\/b\u003e MDPs, Q-learning, DQN, PPO, SAC, RLHF reward models, reward hacking, offline RL, Decision Transformer, multi-agent RL\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMathematics: \u003c\/b\u003e Matrix calculus, Jacobians, convex optimization, KKT conditions, Gaussian processes, information theory, concentration inequalities, PAC learning\u003c\/p\u003e\u003cp\u003e\u003cb\u003eCloud \u0026amp; DevOps: \u003c\/b\u003e AWS CDK, Vertex AI Pipelines, Pulumi multi-cloud, spot instance training, FinOps, Docker, Terraform, CI\/CD for ML\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAI Ethics \u0026amp; Governance: \u003c\/b\u003e EU AI Act, NIST AI RMF, algorithmic fairness, disparate impact, differential privacy, federated learning, AI incident response\u003c\/p\u003eWho This Is For\u003cp\u003eML engineers, data scientists, software engineers transitioning into AI, AI researchers, FAANG interview candidates, and graduate students in CS, Data Science, and Electrical Engineering.\u003c\/p\u003eWhy This Stands Apart\u003cp\u003eEvery topic includes: plain-language explanation, mathematical foundations, production Python code, real-world applications, and comparison tables. No filler. No padding. This is the reference we wish existed when we started building AI systems.\u003c\/p\u003e\u003cp\u003e\u003cb\u003e2026 Edition - covers LLaMA-3, Claude 3.5, GPT-4o, Mistral, Mamba, DeepSeek-V3, AWS Bedrock, and Vertex AI.\u003c\/b\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Eslam Wahba\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798255721375\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/12\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 312\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.92lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.65d","brand":"Eslam Wahba","offers":[{"title":"Paperback","offer_id":50665429991679,"sku":"9798255721375","price":17.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_c1df7d32-9206-4483-b067-cca62a3433b9.jpg?v=1792011930","url":"https:\/\/www.whiterainbookhouse.com\/products\/the-ultimate-ai-computer-eslam-wahba-9798255721375","provider":"WR Book House","version":"1.0","type":"link"}