DataPublic.org Summer class in 2021

Solve questions of subjects in high school with AI such as math, English

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