RPA & Intelligent Automation Using Python

Excel Automation | Extract from PDFs & Images | Web Scraping | With In-depth coverage of Python

4.34 (437 reviews)
Udemy
platform
English
language
Other
category
instructor
9,317
students
3.5 hours
content
Sep 2023
last update
$54.99
regular price

What you will learn

What is RPA

What are task and workflow automation

Python Programming

How to automate tasks done in front of computer

How to create pivot table without MS Excel

How to create and charts programmatically

How to extract information from documents (pdfs and images)

How to extract information (text) from websites (web scraping)

How to do VLOOKUP without using MS Excel

What is intelligent automation

How to automate workflows

Real world case studies

How to extract data from a table in a website (advanced web scraping)

Description

Recent Updates:


  • October 2022: Added a video lecture on "Regular Expressions (re)", which is very useful for process automation

  • June 2022: A 90-page eBook on "Python Programming" has been added to this course. The eBook in pdf version can be downloaded (at no additional cost) from "Getting Started with python" video lecture.

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Course Description


Ever since the dawn of computers, businesses have been attempting to automate processes. With the advent of RPA in the recent past, this automation game has moved to a higher trajectory.

What is Robotic Process Automation (RPA)

Robotic process automation refers to specialized software programs also known as software robots. These specialized software programs are entrusted with 'doing' iterative and mundane tasks that otherwise would be done by humans in front of the computer. It imitates human actions and acts which does the work required without any breaks. An advantage of having such software to this kind of work is that it reduces the probability of human error and increases productivity significantly

As the task gets more complicated, software is equipped with more cognitive technologies. These include machine learning, speech recognition and natural language processing. Also known as digital workers, these software and systems are very reliable and efficient in performing the task allotted despite the level of skill required.

Current State of the market and Why Python for RPA?

Market is currently flooded with multiple tools to do these kind of automation. At the same time, there are multiple instances of automation initiatives failing that has made businesses wary. The key reason is that processes are not standardized. That is where an automation project done in Python can be a game changer because automating in python provides the much needed flexibility that is needed for the real world.

RPA using Python

This course covers the concepts, python programming and automation programming comprehensively so you are ready for the real world challenges. Course uses Google colab as the development environment - you learn to code in a cloud environment but also to access data stored in cloud.


Content

Introduction

Introduction

RPA Concepts

Introduction to RPA
Intelligent Automation
Task Vs Workflow Automation
Challenges in RPA deployments
RPA Case Study

Python Programming Using Google Colab

Introduction to Colab: Google Cloud Development Environment
Getting Started with Python
Variables
Operators
Conditions
Loops
Functions
Arrays
List
Tuple
Set
Dictionary
Getting Started with NumPy
NumPy: Shape in Arrays
NumPy: Iterating Arrays
NumPy: Joining Arrays
NumPy: Splitting Arrays
NumPy: Searching and Sorting Arrays
Getting Started with Pandas
Data analysis using Pandas
Data Visualization using Matplotlib

RPA Programming - Excel Tasks

Creating and Saving an Excel File
Modifying an existing excel file and creating a new excel file
Pivot table
Vlookup

Automation of multiple tasks

Automation of multiple tasks

RPA Programming - Extraction of information from PDFs and Images

Extracting from PDFs
Extracting from Images

Screenshots

RPA & Intelligent Automation Using Python - Screenshot_01RPA & Intelligent Automation Using Python - Screenshot_02RPA & Intelligent Automation Using Python - Screenshot_03RPA & Intelligent Automation Using Python - Screenshot_04

Reviews

Bhavani
March 30, 2023
I loved the course content - Author has relaxed voice and tune. He has provided good and easy examples for all the concepts covered. Never thought I will grasp Numpy, scipy examples. My expectation is only Python intro and direct examples. But my expectations are met and exceeded.
Vaibhav
November 2, 2022
just a copy and paste of python code with no explanations about of what they are exactly doing... horrible
Tristan
October 29, 2022
The course started out as a great tutorial, but quickly turned into a demonstration versus tutorial series. It would have been helpful to have more explanation around external libraries and the methods involved in working with csvs, pdfs, and web pages.
Steven
September 30, 2022
I feel as though the focus has been more around distinguishing RPA from AI/ML at this stage rather than drilling in on the specifics of what RPA currently is, it's use cases etc.
Nagesh
August 12, 2022
Good knowledge transfer, During lectures on automation coding, please explain how coding is done step by step.
Daniel
August 4, 2022
el curso va directo a lo que promete y nos da oportudidad de empezar a usar codigo en python/the course goes straight to what it promises and gives us the opportunity to start using code in python
Múcio
July 18, 2022
It was an incredible starter to RPA world and Python automation power! Tks Mr. Kumar for sharing your valuable knowledge.
Alexandre
June 26, 2022
just a copy and paste of python code with no explanations about of what they are exactly doing... terrible
Mohan
June 7, 2022
First part with Python basic is very good. But we are expecting more better explanation of different automation through Pyhon code. Overall good. Short and informative training.
Deepak
May 29, 2021
I was expecting that we build codes together in the course. Anyhow, Its still a good course for begginers.
Mike
April 19, 2021
RPA is normally taught using tools but great to see a course on doing RPA using Python. I am quite impressed with the entire course. The instructor is very knowledgeable. I would definitely recommend this to my co-workers as well as friends.
Anupama
April 5, 2021
This is a wonderful course! The selection of topics is great and I am going to apply what I have learnt in a project I am working on.

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3939346
udemy ID
3/26/2021
course created date
3/28/2021
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