1. Why This Program
Learn Python from Experts
Python is one of the most popular programing language , which is widely used in AI and Machine Learning.
Strong teaching team composed of industry leaders and excellent senior PhD students - the best set of talents in SG you will probably see.
Have the opportunity to work through a real project each week, such asapplication for data collection and visualization.
The homework is held on Kaggle and get additional practices beyond the classroom hours.
Kaggle Competition with Awards
We are going to hold a Kaggle competition for students in this class.
The top 3 winners will be awarded S$500, S$300, S$100 accordingly.
Work with the classmates every weekend in our classroom for your homework and projects with assistance from the TAs.
Join our community with 2000+ Yidu AI members of data scientists, AI researchers and PE/VC investors.
Yidu AI has a strong network with many technology companies around Singapore and mainland China.
You can get the referral from us if you wanna join these top tech companies.
4 Weekend courses: 1.5 hours teaching + 1.5 hours hands-on in-class project
Course Project: A final project will be provided as a Kaggle competition for students. The top 3 team will be awarded S$500, S$300, S$100, respectively.
1. Programming Syntax and Object-Oriented Concept
Week 1: Introduction to Python and development tools
Week 2: Dive into Python world – Operators, statements, method and functions
Week 3: Organize your – Object oriented programming and importing of modules
Week 4: Get rid of bugs and error -- Error handling and logging
Customer profile survey for financial risk assessment
2. Data Analysis
Week 1: Introduction to Big Data Analysis
Week 2: Data Manipulation with Pandas
Week 3: Data Visualisation and Regular Expression
Week 4: Time-series Data Analysis
3. machine Learning in sklearn
Week 1: Introduction to machine Learning Flow in sklearn
Week 2: Modeling in sklearn
Week 3: Feature engineering in sklearn
Week 4: Model pipeline and deployment
Using sklearn to implement, deploy and maintain a practical credit scoring system
4. Deep Learning in Pytorch
Week 1: Introduction to PyTorch and Neural Network
Week 2: Word2Vec using PyTorch
Week 3: CNN and RNN in PyTorch
Week 4: Factorization Machine Using PyTorch
Sentiment Analysis using News Related to Finance Topics
Dr. Xu Nuo
NUS phd. Senior data engineer in Grab. Three years experience in python and big data engineer.
Dr. Xie Yaqi
NUS phd. Two years experience of pyrotechnics and doing research in deep learning models.
Dr. Ouyang Ruofei
NUS phd. Data scientist lead in Wecash. Three years experience in python data analysis and modeling.
Mr. See Youu
NTU Graduate Senior software engineer in Xindots. 8 years experience in software development. 5 years of python web and mobile app development.
Mr. Li Yuejun
NUS master. Machine learning engineer in Wecash. Two years experience in python data analysis and modeling.
Now only the first two courses are open for registration.
Please check https://www.eventbrite.sg/e/python-series-training-program-python-from-zero-to-hero-tickets-63165259993 for detailed information and ticket purchase.
Single course: S$349 (Original Price: S$399)
Double courses: S$599
Other discounts: If you purchase this training program with your friend, both of you can get a S$100 voucher for any of our following courses.
If you share our course information in your friend group or facebook and keep it for more than one day, you can get a S$10 voucher for any of our following courses.
We also provide one-to-one teaching course, which only costs S$1200.