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Machine Learning Modeling Pipeline using Python – 2022

Ngày diễn ra: 18/03/2022

Python is a programming language that is widely used in many fields, besides Java, C++, and R,… Python’s applications can be mentioned as: building websites, building software, and applications in finance and banking.

One of the key benefits of Python is the processing and analysis of massive banking and financial data: set up and run models, find data, analyze metrics, and visualize by pictures. In addition, using Python in finance can train machine learning systems to collect information about a company’s statistical data to predict financial situations, and assess investment risks; as well as build application software in banking, and electronic transactions,…

In the financial industry in particular and data science in general, the fact is, in every model development team, it is necessary to develop two pillars, the Feature Store and the Modeling Pipeline. However, in Vietnam, very few modeling groups or data science groups develop these two pillars synchronously. One of the main reasons is lack of programming skills. In addition, the standard data science industry is still lacking and the training program is not close to reality.

Therefore, this 5-session course will equip students with the necessary skills and knowledge so that students can have the foundation to meet the practical needs of enterprises in creating Machine Learning flows. modeling pipeline, Python language application and library development on Github.

Lợi ích khóa học

– Equip hands-on skills in programming with Python and Git

– Develop own libraries, like Sklearn, Pandas, Numpy, etc libraries. on Github and share to multiple users.

– Experience a programming team environment (closer to the data science team model in the enterprise)

Prerequisites

Students

Students with majors in economics, engineering, finance-banking

Officier

Employees who want to work to data science in banking and finance

Others

Anyone who wish to use Python, Github in data science, data analysis (Data analysis)

Detailed Information

Python application course, real data science experience in the banking industry in Vietnam

Lecturers:

– Dr. Nguyen V. Phuong, currently holds the position of Senior Data Scientist at two companies: a Game company, developing NFT games and two, the largest private commercial bank in Vietnam.

Language of instruction: Vietnamese

Course content: https://bit.ly/PythonFinance_July

Duration:  The course includes 5 lessons, on July 2nd, July 3rd, July 9th, July 10th, and July 16th. Class time from 14h00 – 16h00 (Vietnam time)

How to study:  Online via Zoom. Note: The lessons are recorded and sent to the students

Tuition fee:  3,500,000 VND / 5 sessions

Study Discount:

– 5% discount on tuition fees for those who register and complete their tuition before June 26, 2022
– 5% discount on tuition fees for students referred by former students
– 5% discount on tuition for groups registering 3 or more people

Nguyễn Văn Phương

Currently holding the position of Senior Data Scientist at two companies: a Game company, NFT game development and the second is the largest private commercial bank in Vietnam.

PhD student in quantification in Germany (Kiel University and DAAD)

Learn more: https://bit.ly/MachineLearning_PhuongSyllabus

 

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