Python Training

Python for Time-Series Modelling

This is a course for traders, financial analysts, risk analysts, fund managers, quants, and scientists working with time-series data.

Prerequisites

The Introduction to Python course from Python Charmers, or equivalent experience (3+ months if self-taught).

Expected Outcomes

This course will teach you about analyzing and modelling time-series data in depth.

Course Syllabus

Day 1: Time-series analysis

Day 1 covers ...:

  • Handling time-series data: parsing dates; resampling; asfreq; between_time

  • Joining of time series; searchsorted; merge_asof

  • Handling timezones

  • Data cleaning; interpolation; imputing missing data

Day 2: Statistical inference and regression models

Day 2 covers ...:

  • Hypothesis testing

  • Statistical significance
  • Confidence intervals and the Bootstrap
  • Normality tests
  • Cross correlation
  • Regression tests
  • Multicolinearity

Day 3: Time-series modelling and forecasting

Day 5 teaches you ...:

  • Ordinary least squares (OLS) models; multivariate OLS
  • Other regression models: robust, WLS, ...

  • Common time-series models in Python: AR, ARIMA

Upcoming Public Courses

Virtual

Python for Scientists & Engineers:
04 Jun 2023 – 09 Jun 2023

  1. 04 Jun 2023 23:00 - 05 Jun 2023 07:00 UTC
  2. 05 Jun 2023 23:00 - 06 Jun 2023 07:00 UTC
  3. 06 Jun 2023 23:00 - 07 Jun 2023 07:00 UTC
  4. 07 Jun 2023 23:00 - 08 Jun 2023 07:00 UTC
  5. 08 Jun 2023 23:00 - 09 Jun 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Be notified Download Brochure

Virtual

Introduction to Python:
04 Jun 2023 – 06 Jun 2023

  1. 04 Jun 2023 23:00 - 05 Jun 2023 07:00 UTC
  2. 05 Jun 2023 23:00 - 06 Jun 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Be notified Download Brochure

Virtual

Python for Predictive Data Analytics:
04 Jun 2023 – 08 Jun 2023

  1. 04 Jun 2023 23:00 - 05 Jun 2023 07:00 UTC
  2. 05 Jun 2023 23:00 - 06 Jun 2023 07:00 UTC
  3. 06 Jun 2023 23:00 - 07 Jun 2023 07:00 UTC
  4. 07 Jun 2023 23:00 - 08 Jun 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Be notified Download Brochure

Virtual

Python for Geospatial Analysis:
04 Jun 2023 – 09 Jun 2023

  1. 04 Jun 2023 23:00 - 05 Jun 2023 07:00 UTC
  2. 05 Jun 2023 23:00 - 06 Jun 2023 07:00 UTC
  3. 06 Jun 2023 23:00 - 07 Jun 2023 07:00 UTC
  4. 07 Jun 2023 23:00 - 08 Jun 2023 07:00 UTC
  5. 08 Jun 2023 23:00 - 09 Jun 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Be notified Download Brochure

Virtual

Python for Finance:
04 Jun 2023 – 09 Jun 2023

  1. 04 Jun 2023 23:00 - 05 Jun 2023 07:00 UTC
  2. 05 Jun 2023 23:00 - 06 Jun 2023 07:00 UTC
  3. 06 Jun 2023 23:00 - 07 Jun 2023 07:00 UTC
  4. 07 Jun 2023 23:00 - 08 Jun 2023 07:00 UTC
  5. 08 Jun 2023 23:00 - 09 Jun 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Be notified

Virtual

Machine Learning in Depth:
18 Jun 2023 – 21 Jun 2023

  1. 18 Jun 2023 23:00 - 19 Jun 2023 07:00 UTC
  2. 19 Jun 2023 23:00 - 20 Jun 2023 07:00 UTC
  3. 20 Jun 2023 23:00 - 21 Jun 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Book Now Download Brochure

Virtual

Python for Geospatial Analysis:
16 Jul 2023 – 21 Jul 2023

  1. 16 Jul 2023 23:00 - 17 Jul 2023 07:00 UTC
  2. 17 Jul 2023 23:00 - 18 Jul 2023 07:00 UTC
  3. 18 Jul 2023 23:00 - 19 Jul 2023 07:00 UTC
  4. 19 Jul 2023 23:00 - 20 Jul 2023 07:00 UTC
  5. 20 Jul 2023 23:00 - 21 Jul 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Be notified Download Brochure

Virtual

Python for Scientists & Engineers:
16 Jul 2023 – 21 Jul 2023

  1. 16 Jul 2023 23:00 - 17 Jul 2023 07:00 UTC
  2. 17 Jul 2023 23:00 - 18 Jul 2023 07:00 UTC
  3. 18 Jul 2023 23:00 - 19 Jul 2023 07:00 UTC
  4. 19 Jul 2023 23:00 - 20 Jul 2023 07:00 UTC
  5. 20 Jul 2023 23:00 - 21 Jul 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Book Now Download Brochure

Virtual

Introduction to Python:
16 Jul 2023 – 18 Jul 2023

  1. 16 Jul 2023 23:00 - 17 Jul 2023 07:00 UTC
  2. 17 Jul 2023 23:00 - 18 Jul 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Book Now Download Brochure

Virtual

Python for Predictive Data Analytics:
16 Jul 2023 – 20 Jul 2023

  1. 16 Jul 2023 23:00 - 17 Jul 2023 07:00 UTC
  2. 17 Jul 2023 23:00 - 18 Jul 2023 07:00 UTC
  3. 18 Jul 2023 23:00 - 19 Jul 2023 07:00 UTC
  4. 19 Jul 2023 23:00 - 20 Jul 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Book Now Download Brochure

Virtual

Python for Finance:
16 Jul 2023 – 21 Jul 2023

  1. 16 Jul 2023 23:00 - 17 Jul 2023 07:00 UTC
  2. 17 Jul 2023 23:00 - 18 Jul 2023 07:00 UTC
  3. 18 Jul 2023 23:00 - 19 Jul 2023 07:00 UTC
  4. 19 Jul 2023 23:00 - 20 Jul 2023 07:00 UTC
  5. 20 Jul 2023 23:00 - 21 Jul 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Book Now

Virtual

Intermediate Python for Developers:
07 Aug 2023 – 11 Aug 2023

  1. 07 Aug 2023 23:00 - 08 Aug 2023 07:00 UTC
  2. 08 Aug 2023 23:00 - 09 Aug 2023 07:00 UTC
  3. 09 Aug 2023 23:00 - 10 Aug 2023 07:00 UTC
  4. 10 Aug 2023 23:00 - 11 Aug 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Book Now Download Brochure

Virtual

Machine Learning in Depth:
22 Aug 2023 – 25 Aug 2023

  1. 22 Aug 2023 23:00 - 23 Aug 2023 07:00 UTC
  2. 23 Aug 2023 23:00 - 24 Aug 2023 07:00 UTC
  3. 24 Aug 2023 23:00 - 25 Aug 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Book Now Download Brochure

Virtual

Introduction to Python:
03 Sep 2023 – 05 Sep 2023

  1. 03 Sep 2023 23:00 - 04 Sep 2023 07:00 UTC
  2. 04 Sep 2023 23:00 - 05 Sep 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Book Now Download Brochure

Virtual

Python for Predictive Data Analytics:
03 Sep 2023 – 07 Sep 2023

  1. 03 Sep 2023 23:00 - 04 Sep 2023 07:00 UTC
  2. 04 Sep 2023 23:00 - 05 Sep 2023 07:00 UTC
  3. 05 Sep 2023 23:00 - 06 Sep 2023 07:00 UTC
  4. 06 Sep 2023 23:00 - 07 Sep 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Book Now Download Brochure

Virtual

Python for Geospatial Analysis:
03 Sep 2023 – 08 Sep 2023

  1. 03 Sep 2023 23:00 - 04 Sep 2023 07:00 UTC
  2. 04 Sep 2023 23:00 - 05 Sep 2023 07:00 UTC
  3. 05 Sep 2023 23:00 - 06 Sep 2023 07:00 UTC
  4. 06 Sep 2023 23:00 - 07 Sep 2023 07:00 UTC
  5. 07 Sep 2023 23:00 - 08 Sep 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Be notified Download Brochure

Virtual

Python for Scientists & Engineers:
03 Sep 2023 – 08 Sep 2023

  1. 03 Sep 2023 23:00 - 04 Sep 2023 07:00 UTC
  2. 04 Sep 2023 23:00 - 05 Sep 2023 07:00 UTC
  3. 05 Sep 2023 23:00 - 06 Sep 2023 07:00 UTC
  4. 06 Sep 2023 23:00 - 07 Sep 2023 07:00 UTC
  5. 07 Sep 2023 23:00 - 08 Sep 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Book Now Download Brochure

Virtual

Python for Finance:
03 Sep 2023 – 08 Sep 2023

  1. 03 Sep 2023 23:00 - 04 Sep 2023 07:00 UTC
  2. 04 Sep 2023 23:00 - 05 Sep 2023 07:00 UTC
  3. 05 Sep 2023 23:00 - 06 Sep 2023 07:00 UTC
  4. 06 Sep 2023 23:00 - 07 Sep 2023 07:00 UTC
  5. 07 Sep 2023 23:00 - 08 Sep 2023 07:00 UTC

Online live instructor-led training: 9am to 5pm AEST

View Details Book Now

Virtual

Intermediate Python for Developers:
02 Oct 2023 – 06 Oct 2023

  1. 02 Oct 2023 22:00 - 03 Oct 2023 06:00 UTC
  2. 03 Oct 2023 22:00 - 04 Oct 2023 06:00 UTC
  3. 04 Oct 2023 22:00 - 05 Oct 2023 06:00 UTC
  4. 05 Oct 2023 22:00 - 06 Oct 2023 06:00 UTC

Online live instructor-led training: 9am to 5pm AEDT

View Details Book Now Download Brochure

Virtual

Python for Scientists & Engineers:
22 Oct 2023 – 27 Oct 2023

  1. 22 Oct 2023 22:00 - 23 Oct 2023 06:00 UTC
  2. 23 Oct 2023 22:00 - 24 Oct 2023 06:00 UTC
  3. 24 Oct 2023 22:00 - 25 Oct 2023 06:00 UTC
  4. 25 Oct 2023 22:00 - 26 Oct 2023 06:00 UTC
  5. 26 Oct 2023 22:00 - 27 Oct 2023 06:00 UTC

Online live instructor-led training: 9am to 5pm AEDT

View Details Book Now Download Brochure

Virtual

Python for Geospatial Analysis:
22 Oct 2023 – 27 Oct 2023

  1. 22 Oct 2023 22:00 - 23 Oct 2023 06:00 UTC
  2. 23 Oct 2023 22:00 - 24 Oct 2023 06:00 UTC
  3. 24 Oct 2023 22:00 - 25 Oct 2023 06:00 UTC
  4. 25 Oct 2023 22:00 - 26 Oct 2023 06:00 UTC
  5. 26 Oct 2023 22:00 - 27 Oct 2023 06:00 UTC

Online live instructor-led training: 9am to 5pm AEDT

View Details Book Now Download Brochure

Virtual

Introduction to Python:
22 Oct 2023 – 24 Oct 2023

  1. 22 Oct 2023 22:00 - 23 Oct 2023 06:00 UTC
  2. 23 Oct 2023 22:00 - 24 Oct 2023 06:00 UTC

Online live instructor-led training: 9am to 5pm AEDT

View Details Book Now Download Brochure

Virtual

Python for Predictive Data Analytics:
22 Oct 2023 – 26 Oct 2023

  1. 22 Oct 2023 22:00 - 23 Oct 2023 06:00 UTC
  2. 23 Oct 2023 22:00 - 24 Oct 2023 06:00 UTC
  3. 24 Oct 2023 22:00 - 25 Oct 2023 06:00 UTC
  4. 25 Oct 2023 22:00 - 26 Oct 2023 06:00 UTC

Online live instructor-led training: 9am to 5pm AEDT

View Details Book Now Download Brochure

Virtual

Python for Finance:
22 Oct 2023 – 27 Oct 2023

  1. 22 Oct 2023 22:00 - 23 Oct 2023 06:00 UTC
  2. 23 Oct 2023 22:00 - 24 Oct 2023 06:00 UTC
  3. 24 Oct 2023 22:00 - 25 Oct 2023 06:00 UTC
  4. 25 Oct 2023 22:00 - 26 Oct 2023 06:00 UTC
  5. 26 Oct 2023 22:00 - 27 Oct 2023 06:00 UTC

Online live instructor-led training: 9am to 5pm AEDT

View Details Book Now

Virtual

Python for Finance:
26 Nov 2023 – 01 Dec 2023

  1. 26 Nov 2023 22:00 - 27 Nov 2023 06:00 UTC
  2. 27 Nov 2023 22:00 - 28 Nov 2023 06:00 UTC
  3. 28 Nov 2023 22:00 - 29 Nov 2023 06:00 UTC
  4. 29 Nov 2023 22:00 - 30 Nov 2023 06:00 UTC
  5. 30 Nov 2023 22:00 - 01 Dec 2023 06:00 UTC

Online live instructor-led training: 9am to 5pm AEDT

View Details Book Now

Virtual

Python for Predictive Data Analytics:
26 Nov 2023 – 30 Nov 2023

  1. 26 Nov 2023 22:00 - 27 Nov 2023 06:00 UTC
  2. 27 Nov 2023 22:00 - 28 Nov 2023 06:00 UTC
  3. 28 Nov 2023 22:00 - 29 Nov 2023 06:00 UTC
  4. 29 Nov 2023 22:00 - 30 Nov 2023 06:00 UTC

Online live instructor-led training: 9am to 5pm AEDT

View Details Book Now Download Brochure

Virtual

Introduction to Python:
26 Nov 2023 – 28 Nov 2023

  1. 26 Nov 2023 22:00 - 27 Nov 2023 06:00 UTC
  2. 27 Nov 2023 22:00 - 28 Nov 2023 06:00 UTC

Online live instructor-led training: 9am to 5pm AEDT

View Details Book Now Download Brochure

Virtual

Python for Geospatial Analysis:
26 Nov 2023 – 01 Dec 2023

  1. 26 Nov 2023 22:00 - 27 Nov 2023 06:00 UTC
  2. 27 Nov 2023 22:00 - 28 Nov 2023 06:00 UTC
  3. 28 Nov 2023 22:00 - 29 Nov 2023 06:00 UTC
  4. 29 Nov 2023 22:00 - 30 Nov 2023 06:00 UTC
  5. 30 Nov 2023 22:00 - 01 Dec 2023 06:00 UTC

Online live instructor-led training: 9am to 5pm AEDT

View Details Book Now Download Brochure

Virtual

Python for Scientists & Engineers:
26 Nov 2023 – 01 Dec 2023

  1. 26 Nov 2023 22:00 - 27 Nov 2023 06:00 UTC
  2. 27 Nov 2023 22:00 - 28 Nov 2023 06:00 UTC
  3. 28 Nov 2023 22:00 - 29 Nov 2023 06:00 UTC
  4. 29 Nov 2023 22:00 - 30 Nov 2023 06:00 UTC
  5. 30 Nov 2023 22:00 - 01 Dec 2023 06:00 UTC

Online live instructor-led training: 9am to 5pm AEDT

View Details Book Now Download Brochure

Register your interest

Other courses and locations
Dates TBA

Register your interest

Location

Testimonials

“The course was delivered by trainers who were extremely knowledgeable in their field. It was really good to learn from the best!”

- Marius Roman

“Great course. Enjoyed it and will follow up with some practical implementation of some of the work.”

- Adam Grace

“One of the best training courses I've been on.”

- David Scurrah

“I loved it. Ed was inspiring.”

- Onoriode Coast

“Really impressed by Python's capability and excited to use as alternative to MatLab, as is free and better supported.”

- Carsten Hofmann

“Very comprehensive intro to every aspect of python. Highly qualified trainer. Beyond my expectation on every aspect.”

- Baichuan Sun

“The VM setup and USB is great. Ed is an excellent instructor - he presents well and welcomes any questions. He is clearly a super smart guy who has a great grasp on what he is teaching - able to just prototype on the fly and the course overall really opened my eyes to python.”

- Jack Hendy

“Course content was well presented and easily digested. Practical exercises were an essential part of the course – a good ratio of lecture/play was achieved. Well done Ed and Henry!”

- Steve Zegelin

“Simply awesome!!”

- James Park

“Both Ed and Henry presented well…. The course structure was adjusted to suit the participants quickly and easily.”

- Jenet Austin

“Excellent training course, excellently presented. Perhaps the best that I have had in the area of IT / programming.”

- George Grozev

“One of the best programming courses I have attended - thanks!”

- Giant Billen

“This course has shown me how I could have done the work I was doing just last week 10x more efficiently in Python.”

- Maruf Rahman

“It was a pleasure ... Shared feedback from all involved was that it’s been one of the most beneficial and well delivered training courses we’ve been a part of.”

- Dylan Matthews

“Was the most fulfilling and rewarding class I have taken since "general relativity" at uni. Was extremely well run. Excellent all round!”

- Dr Millicent Maier

“Very impressed with the course, delivery. And depth of knowledge of Ed and Henry. Far exceeded my expectations and has greatly improved my core skills as well as inspired so many new ideas for my current work / projects. Thank you!”

- Kelsey Druken

Upcoming Courses

There are currently no events. Contact Us to arrange an event in your location.