Financial Management: Automate Forecasting in Python 3

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Victoria Clark

1:14:06

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1 - Course Overview

01 - Course Overview.mp4

01:25

2 - Understanding What Makes a Good Forecast

02 - Introduction.mp4

00:43

03 - Overview.mp4

00:32

04 - The Basics of Forecasting.mp4

01:12

05 - Building a Relevant Forecast.mp4

03:57

06 - Forecasts Gone Wrong.mp4

05:18

07 - Metrics in Financial Forecasting.mp4

04:51

08 - Demo - Forecast Analysis in Python.mp4

08:04

09 - Summary.mp4

00:32

10 - Course Overview.mp4

01:25

3 - Building a Forecast - Collecting and Converting Data

11 - Introduction.mp4

00:26

12 - Overview.mp4

00:45

13 - Financial Data Streams.mp4

01:10

14 - Financial Periods.mp4

01:31

15 - Obtaining and Grouping Data.mp4

03:18

16 - Combining and Transforming Data.mp4

01:46

17 - Demo.mp4

04:15

18 - Summary.mp4

00:29

4 - Building a Forecast - Ensuring Data Is Up-to-date

19 - Introduction.mp4

00:28

20 - Overview.mp4

00:34

21 - Forecasting a Specific Moment in Time.mp4

02:50

22 - Demo 1 - Email Alert.mp4

02:45

23 - Financial Concepts.mp4

04:24

24 - Demo 2 - SQL Database.mp4

04:40

25 - Demo 3 - GAP Analysis.mp4

04:38

26 - Summary.mp4

00:45

5 - Building a Forecast - Visual Expression

27 - Introduction.mp4

00:22

28 - Overview.mp4

00:21

29 - Presenting Data.mp4

03:59

30 - Charts in Forecasting.mp4

02:34

31 - Demo Building Charts with Python Plotly.mp4

03:43

32 - Summary.mp4

00:24

Description

Learn one of the key concepts of Financial Management: financial forecasting, and how to automate key steps in your forecasting process with Python.

What You'll Learn?

Automate Financial Forecasting tasks with Python. In this course, Automate Forecasting in Python 3, you will learn how to automate key steps of the Financial Forecasting process. First, you will learn core Financial Management concepts, including the importance of big data in building a forecast. Next, you will discover how to use Python to collect data from different sources, including external APIs and how to use Python to clean data for use. Finally, you will explore how to ensure your data is up to date using SQLite and Python, and how to visually express your forecast in Python. When you’re finished with this course, you will have the skills and knowledge of building a relevant forecast that is automated by Python. Software required: Juypiter Notebook, SQLite, Python 3.6 or later

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Python

Financial Modeling

Financial Accounting

Finance Fundamentals

Victoria Clark

Instructor's Courses

Victoria Clark is a Financial Management Consultant with a background in Finance projects and systems, especially facilitating workshops and education on developments in her field, and has a great interest in new technologies, especially how Finance is evolving due to automation and the role of Finance in the Digital Age. Born in South Africa she is currently living in the Netherlands and enjoys writing, learning new topics and spending time with family.

Pluralsight

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Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.