Online DSS: Building Algorithmic Trading Dashboard

Building Algorithmic Trading Dashboard

Learn how to automate your trading decisions using Python.

Schedule
5-7 October 2021

18.30 – 21.30 (WIB)
Online-Interactive Learning
Via Zoom
Investment
Rp. 1.500.000
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Alumni FREE Access

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Course Summary

During the pandemic in Indonesia, the number of investors in the stock market and cryptocurrencies has increased significantly. Unfortunately, the high interest in the capital market during the pandemic is not accompanied by adequate risk analysis education. Data Science can be used to assist you in making trading decisions. In this class, we will be creating a dashboard that can provide trading recommendations using machine learning algorithms.

This 3-day online workshop will be a beginner-friendly introduction to algorithmic trading using the Python programming language. Throughout the online course, we will provide you with hands-on examples and a robust interactive experience. One Instructor and two Teaching Assistants will help you to troubleshoot or help with any difficulties encountered.

NOTE: This workshop will be delivered in Bahasa Indonesia.

LEARNING OUTCOMES

Upon completion of this workshop, you will be able to:

Understand the basics of algorithmic trading.
Work with Python and Pandas for data cleansing and manipulation processes.
Performing time series analysis.
Building a dashboard to display real-time trading recommendations.

Syllabus

PREFACE

Description of course materials, timeline, and objectives of the workshop
Description of the workflow, tools, and setup for the course

PYTHON PROGRAMMING BASICS

Introduction to Python programming language
Working with Anaconda
Using Jupyter notebook for reproducible research
Inspecting data structure (list, dictionaries, pandas, set)
Collecting live data using pandas datareader

TIME SERIES ANALYSIS

Introduction to time series analysis
Navigating time series with Pandas
Moving average
Moving average convergence divergence & relative strength index analysis
(Optional) Time series analysis using Prophet

ALGORITHMIC TRADING DASHBOARD WITH PLOTLY

Dash Layout:
Dash layout describes what your app will look like and comprises a set of declarative Dash components
Basic Dash Callbacks:
Python functions are automatically called whenever an input component’s property changes
Interactive Graphing and Cross Filtering:
Bind interactivity to the Dash Graph component whenever you hover, click, or select points on your chart

STUDENT TESTIMONIALS

This testimonial video is taken after our previous Online Data Science Series: Time Series Analysis for Business Forecasting.

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LEARN FROM ANYWHERE

Our learning format is online-interactive, you will feel the interactive experience as if you were present in a physical classroom. You can access the class using your Zoom account on pre-defined dates.

LEARN AT YOUR OWN PACE
Zoom recording, course Books (PDF & HTML files), the dataset for practice, reference notes, and working files are accessible through our Learning Management System account.
PROOF YOUR MASTERY
Show current and prospective employers of your mastery with a signed certificate of completion.
CONNECT WITH LIKE MINDED PEOPLE
Be a part of our data-passionate community with 5000+ members and 1000+ alumni.

FOR ABSOLUTE BEGINNERS

Workshops in this series are tailored to casual programmers and non-programmers that are taking their first steps into data science. It assumes no prior knowledge or academic background, and attendees will be introduced to the beautiful art of writing R / Python code to produce data visualization and build machine learning models. The workshop has a gentle learning slope that is designed with non-technical professionals and academics in mind.

If I don’t have any IT or programming skills, can I still attend this workshop?

Yes, you can still attend the workshop as it is a beginner-friendly workshop.

How to join the interactive-online learning class after I’ve done the payment & registration?

Our system will send you an email containing a link and details to join a Google Classroom.

What platform will be utilized for this online-interactive learning workshop?

Online learning will be conducted via Zoom.us, Link to join the Zoom Class will be announced via Google Classroom.

How will the participants receive the learning materials?

Learning materials can be obtain via Google Classroom

Would I receive a certificate after participating in the Workshop?

Yes, you will receive a certificate of completion.

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YOUR INSTRUCTOR

HANDOYO SJARIF

A Senior Data Science Instructor at Algoritma Data Science School, he believes that accessible data science translates to numerous productivity benefits, leading to a better society. Handoyo is a passionate Instructor with expertise in both R and Python programming languages. He has more than 800 hours of teaching experience and involved in numerous consultative data science training for our clients, to name a few:

PT Sigma Metrasys Solution
PT. Indosat Ooredoo
Auto Insurance Fraud Analysis for Jasa Raharja
Bank Central Asia

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Building Algorithmic Trading Dashboard

GET TICKETS:

CLASS STARTS IN

Course Summary

LEARNING OUTCOMES

Syllabus

STUDENT TESTIMONIALS

LEARN FROM ANYWHERE

FOR ABSOLUTE BEGINNERS

YOUR INSTRUCTOR

HANDOYO SJARIF

Accessible Education

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