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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery
English	Self Study	Video and Text Based

Course Overview

Machine Learning for Accounting with Python is an intermediate-level certification course offered by the University of Illinois at Urbana-Champaign. The online course can be covered by the learners within about 64 hours. Machine Learning for Accounting with Python Certification Syllabus will walk you through the application of machine learning algorithms in problems related to accounting.

Learning for Accounting with Python Certification Course, offered by Coursera, is the third in the four courses in the Accounting Data Analytics Specialization. Through the online course, the learners will be able to understand classification, clustering, Python programming, machine learning and the like. Machine Learning for Accounting with Python Certification by Coursera is an online programme prepared in a way that enables the students to take the course at their convenience and time.

The Highlights

Provided by Coursera
Offered by the University of Illinois at Urbana-Champaign
Self-Paced Learning Option
Intermediate level course
100% Online Course
Around 64 Hours to Complete
Flexible Deadlines
Shareable Certificate
Financial Aid Available

Programme Offerings

English videos with multiple subtitles
BeginnerLevel course
Shareable Certificate
Financial aid available
Course Videos & Readings
practice quizzes
Graded Assignments with peer feedback
graded Quizzes with feedback
Graded Programming Assignments

Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
yes	University of Illinois, Urbana ChampaignCoursera

The students can join the online course either by providing the fee or without paying the Machine Learning for Accounting with Python Certification Fee (audit mode). The learners who want to join the course by paying the fee will have to pay the fee as per the number of months they need to pursue the online programme.

Machine Learning for Accounting with Python Fee Structure

Duration	Amount in INR
1 Month	INR 6, 433
3 Months	INR 12,866 (INR 4,289 /month)
6 Months	INR 19,299 ( INR 3,217 /month)

Eligibility Criteria

Academic Qualifications

As the Machine Learning for Accounting with Python Certification Course is the third programme in the Accounting Data Analytics Specialization, the learners are required to complete the previous courses in the specialization to be eligible for pursuing the online programme.

What you will learn

Machine learningKnowledge of PythonFinancial Management

After the Machine Learning for Accounting with Python Training, the students can understand:

Text analysis
Basic time series analysis
Machine learning model evaluation and optimization
Machine learning algorithms.
Application of machine learning models on datasets with Python in Jupyter Notebook.
Evaluation and optimization of machine learning models.

Who it is for

Account ManagerAccountantPython Programmer

Machine Learning for Accounting with Python Classes is a suitable programme for those who want to learn the application of machine learning models in accounting to professionals like Accountant, Account Manager, Python Programmer and whatnot.

Admission Details

Step 1 - Browse the official URL

https://in.coursera.org/learn/machine-learning-accounting-python

Step 2 - Choose the option ‘Enroll’ and start taking the online course.

The Syllabus

Videos

Course Introduction
About Linden Lu
Learn on Your Terms

Readings

Syllabus
Glossary
Learn More About Flexible Learning Paths
Update Your Profile

Videos

Module 1 Introduction
1.1 Introduction to Machine Learning
1.2 Introduction to Data Preprocessing
1.3 Introduction to Machine Learning Algorithms

Reading

Module 1 Overview and Resources

Practice Exercise

Module 1 Quiz

Videos

Module 2 Introduction
2.1 Introduction to Linear Regression
2.2 Introduction to Logistic Regression
2.3 Introduction to Decision Tree

Reading

Module 2 Overview and Resources

Practice Exercise

Module 2 Quiz

Videos

Module 3 Introduction
3.1 Introduction to K-nearest Neighbors
3.2 Introduction to Support Vector Machine
3.3 Introduction to Bagging and Random Forest

Reading

Module 3 Overview and Resources

Practice Exercise

Module 3 Quiz

Videos

Module 4 Introduction
4.1 Regressive Evaluation Metrics
4.2 Classification Evaluation Metrics I
4.3 Classification Evaluation Metrics II

Reading

Module 4 Overview and Resources

Practice Exercise

Module 4 Quiz

Videos

Module 5 Introduction
5.1 Introduction to Feature Selection
5.2 Introduction to Cross-Validation
5.3 Introduction to Model Selection

Reading

Module 5 Overview and Resources

Practice Exercise

Module 5 Quiz

Videos

Module 6 Introduction
6.1 Introduction to Text Analytics
6.2 Introduction to Text Classification
6.3 Introduction to Text Classification II

Reading

Module 6 Overview and Resources

Practice Exercise

Module 6 Quiz

Videos

Module 7 Introduction
7.1 Introduction to K-means Clustering
7.2 K-means Case Study
7.3 Introduction to Density Based Clustering

Reading

Module 7 Overview and Resources

Practice Exercise

Module 7 Quiz

Videos

Module 8 Introduction
8.1 Working with Dates and Times
8.2 Analyzing Time Series Data
Gies Online Programs

Readings

Module 8 Overview and Resources
Congratulations!
Get Your Course Certificate

Practice Exercise

Module 8 Quiz

Evaluation process

N/A

Instructors

University of Illinois, Urbana Champaign Frequently Asked Questions (FAQ's)

1: Which institution makes the Machine Learning for Accounting with Python online course available for the learners?

The course is made available by the University of Illinois at Urbana-Champaign.

2: Who is the tutor of the Machine Learning for Accounting with Python online certification?

The tutor of the online certification programmes is Linden Lu who is the instructor at the Department of Accountancy.

3: Is there any prerequisite to being eligible to take the online programme?

Yes, the learners must have completed the courses prior to the online programmes in the Accounting Data Analytics Specialization to be eligible for the online course.

4: What are enrolment options available for the online certification programme?

Coursera provided two modes of enrolment for the learners to join the course, namely, by paying the fee and auditing.

5: Which level of learners are the online programme designed for?

The online programme is designed for intermediate-level learners