![Decision Making](https://vtc.edu.vn/wp-content/uploads/2020/09/Decision-making-vtc-academy.jpg)
VTC Academy | Decision Making
Decision Making
Course format: On campus
Duration: 16 weeks
Major: Artificial Intelligence
ENROLL NOWIntroduction
The Decision Making Course for AI Specialist provides Machine Learning methods, models, algorithms, Top Planning & Reasoning for Decision Making in business and technical, Deep Learning techniques, types of Decision Making.
As a result, students are able to build Deep Learning models and AI applications relating to Decision Making.
Applicable areas of course
![Healthcare](https://vtc.edu.vn/wp-content/uploads/2020/09/Cham-soc-suc-khoe.png)
![Fraud detection](https://vtc.edu.vn/wp-content/uploads/2020/09/Phat-hien-gian-lan.png)
![Insurance](https://vtc.edu.vn/wp-content/uploads/2020/09/Bao-hiem.png)
![Marketing/Customer service](https://vtc.edu.vn/wp-content/uploads/2020/09/Tiep-thi-dich-vu-khach-hang.png)
![Financial transactions](https://vtc.edu.vn/wp-content/uploads/2020/09/Giao-dich-tai-chinh.png)
![Production process](https://vtc.edu.vn/wp-content/uploads/2020/09/Quy-trinh-san-xuat.png)
Who can learn?
![](https://vtc.edu.vn/wp-content/uploads/2020/09/vtc-acadmey-quan-ly-du-an.png)
GROUP 1: People who know about python programming, linear algebra, analytics, optimization * People who have logical thinking and critical thinking *
![](https://vtc.edu.vn/wp-content/uploads/2020/09/vtc-academy-giam-doc-bo-phan.png)
GROUP 2: Students who have been awarded AI Practitioner certificates by VTC Academy
* Subject to the International-standards-based competency assessment of VTC Academy
Course overview
- Machine Learning, Planning and Reasoning methods, models and algorithms for Decision Making in both business and technical fields
- Models and algorithms for Decision Making: Random Forest, Boosting/Stacking/Bagging, Multi-armed Bandits, sArsA and Q-learning, DQN, AlphaZero, Causal Reasoning, Recommender system
- Deep Learning Techniques: Generative Adversarial Networks (GANs), Variational Autoencoder (VAE), meta/transfer/few-shot learning, evolutionary search, BayesOpt, DeepRL, etc.
- Topics of Decision Making: The orientation of marketing campaign, customer segmentations, staff evaluation, risk assessment, recommendation systems, financial forecasts, planning, gaming, etc.
- Step-by-step development of Deep Learning and AI applications
Course outcomes
![Decision Making](https://vtc.edu.vn/wp-content/uploads/2020/09/ket-qua-sau-khoa-hoc-decision-making-1-1.jpg)
![Decision Making](https://vtc.edu.vn/wp-content/uploads/2020/09/ket-qua-sau-khoa-hoc-decision-making-2-1.jpg)