DataPublic.org Summer class in 2021 |

Time: Every Saturday 8:05-9:30 PM

Date: From June 19 - August 28, 2021

1. Setup software environement Ubuntu, python3 | |||

2. What's AI machine learning, CNN and DL Examples of ML | |||

3. Solve questions of math Demo math solver in high school method, dataset, models, hyperparaemeters, performances | |||

Methodology Measuring Mathematical Problem Solving With the MATH Dataset More references | generator MIT Researchers use OpenAI Codex to Build an An ML-based Mathematics Problem-generator | ||

Datasets MATH, AMPS More Datasets | |||

Models Autoregressive language models, namely GPT-2 (Radford et al., 2016) and GPT-3 (Brown et al., 2020) More models | |||

4. Solve questions of English Demo English reading comprehension method, dataset, models, hyperparaemeters, performances | |||

Methodology Dual Ask-Answer Network for Machine Reading Comprehension More references | |||

Datasets SQuAD, MSMARCO, WikiQA, TriviaQA More Datasets | |||

Models DAANET, Dual Ask-Answer Network, a two-way neural sequence transduction model More models | |||

5. Understand OpenAI GPT-3 Best AI model until now demo, projects |

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