iconDataPublic.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

icon 1. Setup
software environement
Ubuntu, python3
icon 2. What's AI
machine learning, CNN and DL
Examples of ML
icon 3. Solve questions of math
Demo math solver in high school
method, dataset, models, hyperparaemeters, performances
iconMethodology
Measuring Mathematical Problem Solving With the MATH Dataset
More references
iconDatasets
MATH, AMPS
More Datasets
iconModels
Autoregressive language models, namely GPT-2 (Radford et al., 2016) and GPT-3 (Brown et al., 2020)
More models
icon 4. Solve questions of English
Demo English reading comprehension
method, dataset, models, hyperparaemeters, performances
iconMethodology
Dual Ask-Answer Network for Machine Reading Comprehension
More references
iconDatasets
SQuAD, MSMARCO, WikiQA, TriviaQA
More Datasets
iconModels
DAANET, Dual Ask-Answer Network, a two-way neural sequence transduction model
More models
icon 5. Understand OpenAI GPT-3
Best AI model until now
demo, projects


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