~Get Your Files Here !/4. Advanced Model Management with ML-Ops/5. Training Models with MLflow A Hands-On Guide (Practical).mp4 179.3 MB
~Get Your Files Here !/7. Effective Cluster Management for Large Scale ML Deployments/3. Setting Up Data Access in Distributed Environments (Practical).mp4 164.9 MB
~Get Your Files Here !/4. Advanced Model Management with ML-Ops/6. MLflow for Model Inference Techniques and Practices (Practical).mp4 158.3 MB
~Get Your Files Here !/7. Effective Cluster Management for Large Scale ML Deployments/6. Scaling Large Language Models on a Cluster (Practical).mp4 156.9 MB
~Get Your Files Here !/5. Advanced Model Deployment Techniques/4. Leveraging Quantization for Model Efficiency (Practical).mp4 149.9 MB
~Get Your Files Here !/5. Advanced Model Deployment Techniques/5. Inference Strategies Parallelism, Flash Attention, GPTQ & AVQ,.mp4 145.8 MB
~Get Your Files Here !/6. The Economics of Machine Learning Inference/4. Real-World Benchmarks for Success Case Studies and Insights.mp4 140.8 MB
~Get Your Files Here !/7. Effective Cluster Management for Large Scale ML Deployments/1. Basic Inference - First Levels of Deployment (Practical).mp4 139.2 MB
~Get Your Files Here !/5. Advanced Model Deployment Techniques/6. Next-Gen Scaling LoRa, Paged Attention, ZeRO.mp4 126.1 MB
~Get Your Files Here !/5. Advanced Model Deployment Techniques/3. The Role of Sorting in Model Deployment (Practical).mp4 125.7 MB
~Get Your Files Here !/2. Getting Started/1. Course Structure How to get the Most out of this Course.mp4 124.9 MB
~Get Your Files Here !/5. Advanced Model Deployment Techniques/2. Hands-on Application of Batching Techniques (Practical).mp4 115.6 MB
~Get Your Files Here !/5. Advanced Model Deployment Techniques/1. Efficiency through Batching and Dynamic Batches.mp4 111.0 MB
~Get Your Files Here !/4. Advanced Model Management with ML-Ops/3. Setting up ML-Ops Framework Introduction to MLflow (Practical).mp4 108.3 MB
~Get Your Files Here !/7. Effective Cluster Management for Large Scale ML Deployments/4. Distributing Data Across a Cluster with RabbitMQ (Practical).mp4 106.0 MB
~Get Your Files Here !/7. Effective Cluster Management for Large Scale ML Deployments/2. Entering Optimisations - Advanced Levels of Deployment (Practical).mp4 95.9 MB
~Get Your Files Here !/4. Advanced Model Management with ML-Ops/4. Getting Started with MLflow A Practical Approach (Practical).mp4 93.3 MB
~Get Your Files Here !/7. Effective Cluster Management for Large Scale ML Deployments/5. Foundations of Distributed Computing with Ray (Practical).mp4 85.0 MB
~Get Your Files Here !/3. Pre-Deployment Strategies/3. Balancing Speed and Accuracy Best Practices.mp4 80.1 MB
~Get Your Files Here !/1. Introduction/1. Introduction & Welcome.mp4 78.1 MB
~Get Your Files Here !/3 - Accounting for material labour and overheads/9 - Case Study Overhead Apportionment.mp4 54.7 MB
~Get Your Files Here !/3 - Accounting for material labour and overheads/8 - Case Study Computation of Efficiency Capacity Utilisation & Production Volume.mp4 34.0 MB
~Get Your Files Here !/3 - Accounting for material labour and overheads/7 - Case Study Computation of Inventory Levels.mp4 27.8 MB
~Get Your Files Here !/1 - Absorption & Marginal Costing/1 - Case Study Calculated Budgeted Level of Activity Units.mp4 18.3 MB
~Get Your Files Here !/1 - Absorption & Marginal Costing/3 - Case Study Computation of Marginal Costing Profit.mp4 17.9 MB
~Get Your Files Here !/2 - Service operation Costing/5 - Case Study Computation of Cost per Unit of Service.mp4 16.2 MB
~Get Your Files Here !/1 - Absorption & Marginal Costing/2 - Case Study Computation of Absorption Costing Profit.mp4 10.4 MB
~Get Your Files Here !/1 - Absorption & Marginal Costing/4 - Case Study Computation of Marginal Costing Profit.mp4 8.6 MB
~Get Your Files Here !/2 - Service operation Costing/6 - Case Study Computation of Cost per Unit of Service.mp4 7.9 MB
~Get Your Files Here !/4 - Last Section/10 - BonusLecture.pdf 239.1 kB
~Get Your Files Here !/3 - Accounting for material labour and overheads/9 - Case Study English.vtt 9.4 kB
~Get Your Files Here !/3 - Accounting for material labour and overheads/8 - Case Study English.vtt 8.5 kB
~Get Your Files Here !/3 - Accounting for material labour and overheads/7 - Case Study English.vtt 5.9 kB
~Get Your Files Here !/1 - Absorption & Marginal Costing/3 - Case Study English.vtt 3.6 kB
~Get Your Files Here !/1 - Absorption & Marginal Costing/1 - Case Study English.vtt 3.2 kB
~Get Your Files Here !/2 - Service operation Costing/5 - Case Study English.vtt 3.0 kB
~Get Your Files Here !/1 - Absorption & Marginal Costing/2 - Case Study English.vtt 2.4 kB
~Get Your Files Here !/2 - Service operation Costing/6 - Case Study English.vtt 1.8 kB
~Get Your Files Here !/1 - Absorption & Marginal Costing/4 - Case Study English.vtt 1.8 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes