14 March 2018

ecole IA Microsoft proposer projets aux eleves avec data restitution métier pour apporter de la valeur open food facts food image avec les calories, ingredients, etc. étudiants, mentors pour cet été intéragir avec les étudiants

Snips NLU

NLU sur rasperry à 5 dollars pour les interfaces vocale Snips-NLU Rust library ? modèle spécialisé sur inference CRF meilleur que les réseaux neurones archi. « the unreasonable efficiency of deep learning NLU» entity resolution => traduire ce weekend en la date Snips bench dataset upload + manual tagging medium.com/snips-ai intent followup

AI careers advisor

@Octavia

Candidate screening

AI powered real-time cnadidate recommendations

Workforce Analytics

Predict staff attrition and plan future hiring identify pp find internal cnadidates

Career forecasting

predict the probability of your next job how to get my dream job

1. CV Parsing(text level)

NER + regex RNN LSTM previous experience

2. clustering of jobs

k-means document embeddings of job description

3. labelling

Ad-hoc Method add human readable labels

4. Path analysis

construct path for each training resume

5. Career prediction

previous job -> classifier -> current job (with proba) RNN

how to test your model?

OpenMined

ML on private data



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