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Python for Finance

Python for Finance

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Discover the unmatched capabilities of Python in the realm of finance. Our meticulously crafted Python for Finance course sets the foundation with a Python primer, ensuring you're well-equipped to handle the complexities ahead. Learn the intricacies of importing financial data from CSV files and directly from Yahoo Finance. Navigate the expansive world of data preparation using Pandas Series and Data Frame, ensuring your data is always in its best shape for analysis.

But, what's data without the power to transform it? Get accustomed to advanced data transformation techniques including Merge, Groupby, and Pivot, allowing you to structure and dissect financial data in myriad ways. The culmination of this journey lies in data visualization – an art and science combined. By the end of this course, you'll be adept at bringing financial data to life, making informed decisions, and showcasing insights in compelling visual formats. Embrace the future of finance with Python by your side.

Certificate

All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Funding and Grant Applications

For WSQ funding, please checkout the details at WSQ - Python Programming for Finance

For IBF funding, please checkout the details at Data Analytics and Deep Learning for Financial Services (IBF Funded)

Course Code: C207

Course Booking

The course fee listed below is before subsidy/grant, if applicable. We will apply for the grant and send you the invoice with nett fee.

$600.00 (GST-exclusive)

$654.00 (GST-inclusive)

Mode of Training *

Physical Classroom Training
Synchronised Teaching using ZOOM
Corporate Training at Company Premise

Course Date * Course Date

Course Time * Course Time

9:30am - 5:30pm

No. of Participants

Sponsorship

Self-Sponsored
Employer-Sponsored

Name(s) on Certificate *

Additional Message or Emails for Course Notification

* Required Fields

Post-Course Support

We provide free consultation related to the subject matter after the course.
Please email your queries to enquiry@tertiaryinfotech.com and we will forward your queries to the subject matter experts.

Course Cancellation/Reschedule Policy

You can register your interest without upfront payment. There is no penalty for withdrawal of the course before the class commerce.
We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% for any paid amount.
Note the venue of the training is subject to changes due to availability of the classroom

Course Details

Topic 1 Get Started on Python

Overview of Python
Setup Python
Code Your First Python Script

Topic 2: Data Types

Number
String
List
Tuple
Dictionary
Set

Topic 3 Operators

Arithmetic Operators
Compound Operators
Comparison Operators
Membership Operators
Logical Operators

Topic 4 Control Structure, Loop and Comprehension

Conditional
Loop
Iterating Over Multiple Sequences
Comprehension

Topic 5 Function

Function Syntax
Return Values
Default Arguments
Variable Arguments
Lambda, Map, Filter

Topic 6 Modules & Packages

Import Modules and Packages
Python Standard Packages
Third Party Packages

Topic 7 Finance Data Preparation

Data Analytics with Pandas
Pandas DataFrame and Series
Import and Export Finance Data
Filter and Slice Finance Data
Clean Missing Data

Topic 8 Finance Data Transformation

Create Computed Data Column
Join Finance Data with Concat, Append and Merge
Aggregate Data with Groupby and Pivot Table

Topic 9 Finance Data Visualization

Visualize Time Series Data with Line Plot
Visualize Statistical Relationships with Scatter Plot
Visualize Categorical Data with Bar Plot and Pie Plot
Visualize Variation with Box Plot
Visualize Distribution with Histogram

Topic 10 Finance Data Analysis

Descriptive Statistics
Rolling Window Average Analysis
Covariance and Correlation
Apply
Data Piping

Course Info

Promotion Code

Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.

Minimum Entry Requirement

Knowledge and Skills

Able to operate using computer functions
Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)

Attitude

Positive Learning Attitude
Enthusiastic Learner

Experience

Minimum of 1 year of working experience.

This is an intermediate level course. The following prerequisite is assumed

Basic Python

Target Age Group: 18-65 years old

Minimum Software/Hardware Requirement

Software:

Python 3.x https://www.python.org/downloads/
Sublime Text 3 https://www.sublimetext.com/3
Pycharm https://www.jetbrains.com/pycharm/download/

Hardware: Window or Mac Laptops

Job Roles

Aspiring Software Developer
Data Analyst
Web Developer
Automation Engineer
Data Scientist
System Administrator
Bioinformatics Specialist
Research Scientist
Finance Professional
Machine Learning Enthusiast
GIS (Geographic Information System) Specialist
IT Consultant
Network Engineer
Database Administrator
Tech Entrepreneur.

Trainers

Dr. Alvin Ang: Dr. Alvin Ang is a ACTA certified trainer. Dr. Alvin Ang did his Ph.D., Masters and Bachelors from NTU, Singapore. Previously he was a Principal Consultant (Data Science) as well as an Assistant Professor. He was also 8 years SUSS adjunct lecturer. His focus and interest is in the area of real world data science. Though an operational researcher by study, his passion for practical applications outweigh his academic background. He owns a startup externally.

Terence Ee: Terence Ee is a ACTA certified trainer that has delivered IT training in Singapore and Myanmar. He has also facilitated faith formation courses for Christians in Singapore and Myanmar. As a trainer, his mission is to co-create insightful and actionable learning experiences with his learners.His current areas of focus include project management, information security management, quality management and office productivity applications.
Terence has more than 25 years of corporate IT experience. He has held senior management roles in the public and private sectors. He holds a Master of Science in Technology Management, a Bachelor of Science in Computer and Information Sciences, a Diploma in Family Education, and the Advanced Certificate in Training and Assessment (ACTA). Part of his spare time goes towards tutoring his children in their studies (while learning a thing or two along the way). He is also imparting to them the essential skills for thriving in a digital world.

Customer Reviews (9)

will recommend Review by Course Participant/Trainee

1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment

, (Posted on 2/22/2022)

Dr Alvin is knowledgeable and come across as friendly. The class was interactive. Review by Course Participant/Trainee

1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment

Dr Alvin is knowledgeable and come across as friendly. The class was interactive. (Posted on 12/3/2021)