| 2022-04-02 | Machine Learning for Cyber Security- Introduction - Session 6 | 19:18 | 120 | |
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| 2022-04-02 | Machine Learning for Cyber Security - Session 5 | 29:35 | 162 | |
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| 2022-04-02 | Machine Learning for Cyber Security - Session 4 | 19:40 | 172 | |
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| 2022-04-02 | Machine Learning for Cyber Security - Session 3 | 20:10 | 222 | |
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| 2022-04-02 | Machine Learning for Cyber Security- Session 2 | 23:07 | 363 | |
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| 2022-04-02 | Machine Learning for Cyber Security- Introduction - Session 1 | 28:53 | 1,592 | |
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| 2022-03-31 | Machine Learning, Communities, and Future of Work - Deep Random Talks - Episode 10 | 58:26 | 185 | |
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| 2022-03-30 | Modern NLP: Review of Transformers- Session 5 | 38:19 | 195 | Let's Play |
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| 2022-03-29 | Modern NLP: Review of A Variety of Course Content- Session 4, part 1 | 23:02 | 50 | Let's Play |
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| 2022-03-29 | Modern NLP- Additional Processing Topics- Session 4, part 5 | 21:14 | 44 | Let's Play |
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| 2022-03-28 | Reinforcement Learning: AI Gym Environment - Session 15 | 23:04 | 211 | |
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| 2022-03-28 | Reinforcement Learning: Applications Discussions - Session 14 | 0:00 | 67 | |
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| 2022-03-28 | Reinforcement Learning: Reinforce Hands-on - Session 13 | 0:00 | 80 | |
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| 2022-03-28 | Reinforcement Learning: Policy Gradients - Session 12 | 0:00 | 115 | |
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| 2022-03-28 | Reinforcement Learning: Rainbow Algorithm - Session 11 | 0:00 | 1,072 | |
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| 2022-03-28 | Reinforcement Learning: Deep Q-Learning Exercise - Session 10 | 0:00 | 214 | |
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| 2022-03-28 | Reinforcement Learning: Deep Q-Learning Q&A - Session 9 | 0:00 | 37 | |
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| 2022-03-28 | Reinforcement Learning: Deep Q-Learning - Session 8 | 0:00 | 93 | |
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| 2022-03-28 | Reinforcement Learning: Q-Learning - Session 7 | 0:00 | 88 | |
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| 2022-03-28 | Reinforcement Learning: Temporal Difference - Session 6 | 0:00 | 300 | |
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| 2022-03-28 | Reinforcement Learning - Session 5 | 0:00 | 93 | |
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| 2022-03-28 | Reinforcement Learning: Fundamentals II - Session 4 | 0:00 | 118 | |
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| 2022-03-28 | Reinforcement Learning: Code Walkthrough - Session 3 | 0:00 | 140 | |
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| 2022-03-28 | Reinforcement Learning: Q&A, Closing - Session 16 | 0:00 | 44 | |
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| 2022-03-28 | Reinforcement Learning: Fundamentals - Session 2 | 0:00 | 259 | |
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| 2022-03-28 | Reinforcement Learning: Introduction - Session 1 | 0:00 | 527 | |
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| 2022-03-28 | Modern NLP: Walkthrough of Assignment 1-Session 4, part 4 | 0:00 | 98 | |
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| 2022-03-28 | Mathematics of Deep Learning: Gradient descent contd - Training - Session 12 | 0:00 | 311 | |
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| 2022-03-28 | Mathematics of Deep Learning: Gradient descent - Session 11 | 0:00 | 153 | |
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| 2022-03-28 | Mathematics of Deep Learning: Dropout- Session 10 | 0:00 | 326 | |
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| 2022-03-28 | Mathematics of Deep Learning: Convnets- Session 9 | 0:00 | 105 | |
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| 2022-03-28 | Mathematics of Deep Learning: Why convolutions, sobel & scharr filters Session 8 | 0:00 | 416 | |
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| 2022-03-28 | Mathematics of Deep Learning: 2D convolutions, pooling, dilated convolutions - Session 7 | 0:00 | 253 | |
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| 2022-03-28 | Mathematics of Deep Learning: Convolutions- Session 6 | 0:00 | 175 | |
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| 2022-03-28 | Mathematics of Deep Learning: Linear Algebra IV: loss functions - Session 5 | 0:00 | 190 | |
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| 2022-03-28 | Mathematics of Deep Learning: Linear Algebra III: non-linearities - Session 4 | 0:00 | 236 | |
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| 2022-03-28 | Mathematics of Deep Learning: Linear Algebra I: tensors, matrices, dot product - Session 2 | 0:00 | 452 | |
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| 2022-03-28 | Mathematics of Deep Learning: Linear Algebra II: matrices and eigendecomposition - Session 3 | 0:00 | 343 | |
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| 2022-03-28 | Mathematics of Deep Learning: Introduction- Pytorch and linear algebra - Session 1 | 0:00 | 917 | |
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| 2022-03-28 | Mathematics of Deep Learning: Chain Rule, Backpropagation & Autograd - Session 13 | 0:00 | 470 | |
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| 2022-03-28 | Azure MLops- Model Deployment II- Session III, part 3 | 0:00 | 65 | |
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| 2022-03-28 | Azure MLops- Model Deployment- Session III, part 2 | 0:00 | 59 | |
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| 2022-03-28 | Azure MLops- ML Pipelines- Session III, part 1 | 0:00 | 74 | |
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| 2022-03-28 | Azure MLops- MLops Flow- Session III, part 4 | 0:00 | 82 | |
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| 2022-03-28 | Azure MLops- MLPipeline_MNIST Hands-on- Session II, part 5 | 0:00 | 77 | |
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| 2022-03-28 | Azure MLops- Experiment Reproducibility Hands-on III- Session II, part 4 | 0:00 | 34 | |
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| 2022-03-28 | Azure MLops- Experiment Reproducibility Hands-on II- Session II, part 3 | 0:00 | 50 | |
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| 2022-03-28 | Azure MLops- Experiment Reproducibility Hands-on I- Session II, part 2 | 0:00 | 85 | |
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| 2021-09-21 | MLOps: Packaging Overview, Session 1, part 5 | 2:24 | 302 | |
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| 2021-09-21 | MLOps: Introduction/Overview, Session 1, part 1 | 2:10 | 979 | |
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| 2021-09-21 | MLOps: MLflow Hands On, Session 2, part 2 | 20:23 | 2,079 | |
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| 2021-09-21 | MLOps: Creating an AWS account and GitHub account, Session 1, part 2 | 4:09 | 354 | |
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| 2021-09-21 | MLOps: Flask Iris Model Serving, Session 2, part 1 | 13:53 | 354 | |
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| 2021-09-21 | MLOps: Common Serialization Approaches, Session 2, part 1 | 9:30 | 317 | |
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| 2021-09-09 | Machine Learning on Source Code - GitHub / Open AI Copilot | 28:25 | 1,175 | |
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| 2021-09-02 | AI Product, Part 9: Long-term Validation | 7:16 | 245 | |
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| 2021-09-02 | AI Product, Part 8: Short-term Validation | 8:46 | 81 | |
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| 2021-09-02 | AI Product, Part 7: Storytelling | 7:18 | 165 | |
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| 2021-09-02 | AI Product, Part 6: Product Team | 1:28 | 95 | |
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| 2021-09-02 | AI Product, Part 5: Discovery | 14:11 | 114 | |
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| 2021-09-02 | AI Product, Part 4: Talking to Users | 5:56 | 82 | |
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| 2021-09-02 | AI Product, Part 3: Ideation | 7:17 | 149 | |
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| 2021-09-02 | AI Product, Part 2: Frameworks | 13:35 | 264 | |
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| 2021-09-02 | AI Product, Part 1: Principles | 6:15 | 649 | |
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| 2021-09-01 | Explainable AI, Session 5: Intro to SHAP | 9:53 | 2,381 | |
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| 2021-09-01 | Explainable AI, Session 4: Intro to LIME | 9:15 | 4,709 | |
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| 2021-09-01 | Explainable AI, Session 3: Explainability Options | 6:08 | 354 | |
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| 2021-09-01 | Explainable AI, Session 2: Why Do We Need Machine Learning Explanations | 4:33 | 263 | |
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| 2021-09-01 | Explainable AI, Session 1: Introduction, Welcome & A Message from the Instructor | 1:28 | 422 | |
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| 2021-08-31 | Graph Neural Networks, Session 6: DeepWalk and Node2Vec | 10:26 | 8,058 | |
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| 2021-08-31 | Graph Neural Networks, Session 5: Graph Attention Networks | 5:10 | 1,665 | |
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| 2021-08-31 | Graph Neural Networks, Session 4: Simple Graph Convolution | 8:38 | 2,791 | |
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| 2021-08-31 | Graph Neural Networks, Session 3: Machine-Learning Tasks on Graphs | 4:31 | 2,195 | |
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| 2021-08-31 | Graph Neural Networks, Session 2: Graph Definition | 3:01 | 1,885 | |
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| 2021-08-31 | Graph Neural Networks, Session 1: Introduction to Graphs | 2:09 | 3,939 | |
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| 2021-08-26 | Reinforcement Learning in the Real World (with Professor Matthew Taylor) | 1:01:45 | 531 | |
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| 2021-05-19 | Autonomous Experiments for Structural Design in 3d Printing | 57:03 | 226 | |
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| 2021-05-06 | Climate Action Directed by AI Methodologies | 19:30 | 165 | Vlog |
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| 2021-05-06 | Wind Farm Generator Condition Monitoring | 34:50 | 374 | |
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| 2021-05-05 | How do Aggregate Intellect Machine Learning Product Competitions work? | 3:47 | 986 | |
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| 2021-05-04 | Real-time Forecasting & Remote Sensing for AgTech Decision Support (ML in Sustainability at Aquanty) | 11:22 | 142 | |
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| 2021-05-04 | An Overview: Sustainability Analysis Framework and Influences of AI on the Sustainability Dimensions | 19:56 | 159 | |
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| 2021-05-04 | Why Collaborative Models are the Future of AI in Agriculture | 13:17 | 128 | |
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| 2021-05-04 | Machine Learning Product Competitions - Winners' Roundtable Discussion | 35:02 | 383 | Discussion |
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| 2021-04-29 | XAI Data Scientist User Journey | 59:44 | 426 | |
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| 2021-04-29 | Benchmarking and Survey of Explanation Methods for Black Box Models | AISC | 1:06:27 | 532 | |
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| 2021-04-27 | Human-Machine Learning Systems: The Sum is Bigger than the Parts (with Professor Matthew Taylor) | 56:29 | 100 | |
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| 2021-04-22 | Embeddings of weather forecast images for search and more | 43:18 | 262 | |
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| 2021-04-20 | MultiTask Learning with NLP | 21:35 | 693 | Let's Play |
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| 2021-04-20 | Investigating Anti-Muslim Bias in GPT-3 | 36:47 | 513 | |
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| 2021-04-15 | Evidential Reasoning Rule Based Feature Selection | AISC | 56:45 | 478 | |
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| 2021-04-13 | Getting into Reinforcement Learning - Fireside Chat | 44:44 | 177 | |
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| 2021-04-06 | AI Data Considerations in Medicine | 11:34 | 127 | |
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| 2021-04-06 | QSAR Model Explained | 8:50 | 2,087 | |
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| 2021-04-06 | RPA for Enterprises | 15:10 | 87 | |
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| 2021-04-06 | Security & Privacy in IoT | 10:37 | 311 | |
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| 2021-03-26 | Women In AI Spring 2021 Showcase!!! | 1:20 | 330 | |
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| 2021-03-25 | XAI with Monotonic Constraints & Interaction Constraints | 44:37 | 567 | |
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| 2021-03-22 | Grammatical Error Correction for Legal Professionals | 9:52 | 214 | |
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| 2021-03-22 | Team Emotion | 9:49 | 117 | |
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