| 301. | Modern NLP: Second Surge of NLP - Transformer Overview & Self Attention-Session 3, part 2 | 6 | |
|
| 302. | [DQN] Human-level control through deep reinforcement learning (discussions) | AISC Foundational | 6 | Discussion |
|
| 303. | LabDAO - Decentralized Marketplace for Research in Life Sciences - DRT S2E11 | 6 | |
|
| 304. | Bounded Rationality in Las Vegas: Probabilistic Finite Automata PlayMulti-Armed Bandits | AISC | 6 | |
|
| 305. | Prediction of Cardiac arrest from physiological signals in the pediatric ICU | TDLS Author Speaking | 6 | Vlog |
|
| 306. | Consistency by Agreement in Zero-shot Neural Machine Translation | AISC | 6 | |
|
| 307. | Modern Anomaly and Novelty Detection: Introduction - Session 1 | 6 | |
|
| 308. | Evaluating Performance of Large Language Models with Linguistics - Deep Random Talks S2E5 | 6 | |
|
| 309. | Machine Learning and the Earth: Applying AI to address some of the world’s greatest challenges | 6 | |
|
| 310. | Building a LLM Testing API | 9 | |
|
| 311. | An Introduction to the Quantum Tech Ecosystem | AISC | 7 | |
|
| 312. | An A-Z primer on the AI Product Lifecycle | AISC | 7 | |
|
| 313. | Machine Learning Product Management in the Insurance Industry | 7 | |
|
| 314. | High Dimensional Inference in the Universe | 7 | |
|
| 315. | Machine Learning and Future of Education - Deep Random Talks - Episode 14 | 7 | |
|
| 316. | Overview of Bias and Fairness in AI | 7 | |
|
| 317. | ThinkGPT: Agent and Chain of Thought techniques for LLMs | 8 | |
|
| 318. | Human Aware AI: Reducing Transportation Energy of a City by Influencing Individual Behaviour | 7 | |
|
| 319. | A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosi | 7 | |
|
| 320. | Land cover classification using Sentinel-2 satellite images | 7 | |
|
| 321. | Automated Vulnerability Detection in Source Code Using Deep Learning (discussions) | AISC | 7 | Discussion |
|
| 322. | Representation Learning of Histopathology Images using Graph Neural Networks | AISC | 7 | Vlog |
|
| 323. | 5-min [machine learning] paper challenge | AISC | 7 | |
|
| 324. | Application of Bayesian neural networks for aircraft safety | AISC | 7 | |
|
| 325. | AI Product, Part 1: Principles | 7 | |
|
| 326. | Human-Technology Systems for Intelligent Civil Infrastructure Operation and Maintenance | AISC | 7 | Vlog |
|
| 327. | Graph Neural Networks, Session 5: Graph Attention Networks | 7 | |
|
| 328. | Wind Farm Generator Condition Monitoring | 7 | |
|
| 329. | Serina Chang: Understanding the spread of COVID-19 using Social Network Models | 7 | |
|
| 330. | Visualizing Data using t-SNE (discussions) | AISC Foundational | 7 | Discussion |
|
| 331. | Modern NLP: Review of Transformers- Session 5 | 7 | Let's Play |
|
| 332. | Meet the MLOps Experts, a fireside chat for newcomers to AI careers | 7 | |
|
| 333. | A Web-scale system for scientific knowledge exploration | AISC | 7 | |
|
| 334. | Designing quantum computers with generative models | AISC | 7 | |
|
| 335. | Comparative Document Summarisation via Classification | AISC | 7 | |
|
| 336. | Inverse design of nanoporous crystalline reticular materials with deep generative models | AISC | 7 | |
|
| 337. | COVID19 and AI: Ethics and Data Rights Panel | AISC & NYAI | 7 | Discussion |
|
| 338. | The AI Design Sprint -- setting your AI Initiative up for delivery success! | AISC | 8 | |
|
| 339. | Flexible Neural Representation for Physics Prediction | AISC Trending Paper | 8 | |
|
| 340. | Women In AI Spring 2021 Showcase!!! | 8 | |
|
| 341. | Explainable AI, Session 3: Explainability Options | 8 | |
|
| 342. | 2019 AI Squared Forum Paper Track | AISC | 8 | |
|
| 343. | Modeling Dissolution of Compact Planetary Systems | 8 | |
|
| 344. | AI Product, Part 9: Long-term Validation | 8 | |
|
| 345. | Machine Learning for Forecasting Global Atmospheric Models | AISC | 8 | |
|
| 346. | TDLS: Large-Scale Unsupervised Deep Representation Learning for Brain Structure | 8 | |
|
| 347. | Mathematics of Deep Learning: Gradient descent contd - Training - Session 12 | 8 | |
|
| 348. | Graph Neural Networks, Session 3: Machine-Learning Tasks on Graphs | 8 | |
|
| 349. | AISC | Women in AI | Dec 2019 | 8 | |
|
| 350. | SMOTE, Synthetic Minority Over-sampling Technique (discussions) | AISC Foundational | 8 | Discussion |
|
| 351. | Quantum Technologies: State of Play | AISC | 8 | Vlog |
|
| 352. | LLMs - Chunking Strategies and Chunking Refinement | 8 | |
|
| 353. | Embeddings of weather forecast images for search and more | 8 | |
|
| 354. | Detecting Off-Topic Spoken Response with NLP | AISC | 8 | Let's Play |
|
| 355. | We Can Measure XAI Explanations Better with Templates | AISC | 8 | |
|
| 356. | Introducing AI BRIEFS | 8 | |
|
| 357. | Defining your AI Value Model for Product Success (and Profit) | AISC | 8 | |
|
| 358. | Agora: Working Remotely with Ease | 8 | |
|
| 359. | Program Language Translation Using a Grammar-Driven Tree-to-Tree Model | TDLS | 8 | |
|
| 360. | Customer reviews summarization with Seq2Seq architecture and attention | NLP Workshop Capstone | 8 | Let's Play |
|
| 361. | Joint Policy-Value Learning for Recommendation | AISC | 8 | |
|
| 362. | Modern NLP: Fundamentals of NLP- Session 1, part 1 | 8 | Let's Play |
|
| 363. | Superposition of Many Models into One | AISC | 8 | |
|
| 364. | LLMs in Production - A Costly Dilemma! | 8 | |
|
| 365. | Evidential Reasoning Rule Based Feature Selection | AISC | 8 | |
|
| 366. | Deep Temporal Logistic Bag-of-Features For Forecasting High Frequency Limit Order Book Time Series | 8 | |
|
| 367. | Dealing with Bias and Fairness in Data Science Systems: A Practical Hands-on Tutorial | AISC | 9 | Preview |
|
| 368. | Founders Stream: Customer Journey Maps in a Post-COVID-19 World | AISC | 9 | |
|
| 369. | Revolutionizing Diet and Health with CNN's and the Microbiome | 9 | |
|
| 370. | Predicting translational progress in biomedical research | AISC | 9 | |
|
| 371. | TalentDAO- How does decentralized scientific publishing work - Deep Random Talks S2E6 | 9 | |
|
| 372. | Content Tree Word Embedding for document representation | AISC | 9 | |
|
| 373. | Explainable Classifiers Using Counterfactual Approach | AISC | 9 | |
|
| 374. | AI Product Stream Meet and Greet | AISC | 9 | |
|
| 375. | RecSys, Reverse Engineering User's Needs and Desires | AISC | 9 | |
|
| 376. | Decoding our thoughts: Tracking the contents of (non)-conscious working memory | AISC | 9 | |
|
| 377. | Assessing Modeling Variability in Autonomous Vehicle Accelerated Evaluation | 9 | |
|
| 378. | Deploying a News Summarizer RSS Feed App | NLP Workshop Capstone | 9 | Let's Play |
|
| 379. | De-identification of patients’ protected health information (PHI) from medical free-text | AISC | 9 | Guide |
|
| 380. | Algorithmic Inclusion: A Scalable Approach to Reducing Gender Bias in Google Translate | AISC | 9 | |
|
| 381. | AISC Abstract Night | 9 | |
|
| 382. | Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional Upscaling | 9 | |
|
| 383. | Building a better climate model with Machine Learning | AISC | 9 | |
|
| 384. | Swim Stroke Analytic: Front Crawl Pulling Pose Classification | AISC | 9 | |
|
| 385. | Mathematics of Deep Learning: Introduction- Pytorch and linear algebra - Session 1 | 9 | |
|
| 386. | PandasAI - Talk to Your Data | 9 | |
|
| 387. | Machine Learning and Empathy - Deep Random Talks - Episode 16 | 9 | |
|
| 388. | Detecting Customer Complaint Escalation w/ Recurrent Neural Networks & Manually-Engineered Features | 9 | |
|
| 389. | RadioAssistant - Ranking Radiology Patients using Deep Learning | Workshop Capstone | 9 | |
|
| 390. | Breaking Speed Limits with Simultaneous Ultra-Fast MRI Reconstruction and Tissue Segmentation | AISC | 9 | |
|
| 391. | Conceptual understanding through efficient inverse-design of quantum optical experiments | AISC | 9 | |
|
| 392. | MLOps for Streaming Apps on Low Resources - Deep Random Talks - Episode 9 | 10 | |
|
| 393. | Making of a conversational agent platform | AISC | 10 | |
|
| 394. | [MOREL] Unsupervised Video Object Segmentation for Deep Reinforcement Learning | 10 | |
|
| 395. | Building products for Continous Delivery in Machine Learning | AISC | 10 | |
|
| 396. | Data exploration – can machine learning discover new drugs? | AISC | 10 | |
|
| 397. | Graph Neural Networks, Session 2: Graph Definition | 10 | |
|
| 398. | Quantifying the dynamics of failure across science, startups and security | AISC | 10 | |
|
| 399. | Statistical Issues in Agent-Based Models | AISC | 10 | |
|
| 400. | Xun Wang (GEICO): 7 Job Profiles to Demystify the Data Science Career Landscape | 10 | |
|
