Automating ETL – Complete Code Challenges and ETL Projects
Automating ETL – Complete Code Challenges and ETL Projects, available at $69.99, has an average rating of 3.6, with 90 lectures, based on 59 reviews, and has 424 subscribers.
You will learn about Introduce ETL effectively Learn and understand extract Learn and understand transform Learn and understand load Learn the theory behind automation Learn how to automate the ETL process Learn advanced techniques in extract, transform and load See case studies with applied ETL uses for freelancers or business owners This course is ideal for individuals who are Businesses requiring ETL developers or Students interested in ETL positions or Employees working in ETL positions or Employees interested in ETL positions or Individual business owners who want to perform ETL on their own or Employers needing ETL developers or Recruiters wanting to understand ETL positions It is particularly useful for Businesses requiring ETL developers or Students interested in ETL positions or Employees working in ETL positions or Employees interested in ETL positions or Individual business owners who want to perform ETL on their own or Employers needing ETL developers or Recruiters wanting to understand ETL positions.
Enroll now: Automating ETL – Complete Code Challenges and ETL Projects
Summary
Title: Automating ETL – Complete Code Challenges and ETL Projects
Price: $69.99
Average Rating: 3.6
Number of Lectures: 90
Number of Published Lectures: 76
Number of Curriculum Items: 90
Number of Published Curriculum Objects: 76
Original Price: $69.99
Quality Status: approved
Status: Live
What You Will Learn
- Introduce ETL effectively
- Learn and understand extract
- Learn and understand transform
- Learn and understand load
- Learn the theory behind automation
- Learn how to automate the ETL process
- Learn advanced techniques in extract, transform and load
- See case studies with applied ETL uses for freelancers or business owners
Who Should Attend
- Businesses requiring ETL developers
- Students interested in ETL positions
- Employees working in ETL positions
- Employees interested in ETL positions
- Individual business owners who want to perform ETL on their own
- Employers needing ETL developers
- Recruiters wanting to understand ETL positions
Target Audiences
- Businesses requiring ETL developers
- Students interested in ETL positions
- Employees working in ETL positions
- Employees interested in ETL positions
- Individual business owners who want to perform ETL on their own
- Employers needing ETL developers
- Recruiters wanting to understand ETL positions
This course covers a guide to automating ETL by reviewing each step and how this can be achieved. This course is designed for anyone who works in the data field – from employees to C-suite executives. With the demand for ETL developers increasing (per the Bureau of Labor Statistics and the opportunity to become a data provider (for business owners), I highlight methods and architecture to minimize the work that must be done for ETL, so that you can spend more time working on enhancing skills.
This course covers:
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Understanding the extract process and constructing architecture to automate it.
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Understanding the load process, when change is necessary with loading, and how to automate it.
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Understanding different issues we may face in transform, how to minimize re-facing them with re-usable solutions.
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Understanding advanced techniques in ETL, the theory behind these, and applications with them.
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Completing code challenges in each of the ETL steps to help you learn as you do.
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Reviewing case studies of applied ETL techniques, especially useful for freelancers adding credibility to their business.
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Optional course tools of your choice: SQL Server, SSIS, PowerShell, MongoDB, Apache Spark.
To provide maximum learning for students wanting to master ETL skills, whether for business opportunity or employment, the course provides the following material:
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New content posted every year since this course began which offer students a look into the new challenges faced by ETL developers.
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Q&A responses within 48 hours for students who need assistance along with ongoing discussions that students may find helpful.
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Tri-annual bonus material for long-term and successful students in this course based on several metrics provided by Udemy. Technology always changes which is why this course continues to be updated and built with rewards for long time students.
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Focused video lectures with demonstrations of ETL processes in action, the code/script used to make the process occur, and no distracting facial or background movements.
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Dynamic syllabus with extra content, such as links to articles and videos to enhance and increase your learning, as well as links to specific recruiters in desperate need for ETL developers (students wanting to become employees) and ways to uncover possible data providing opportunities for business owners.
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Scripts/code that are used in the video lectures, as well as additional tools that students can learn as they construct their own ETL architecture.
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Course material that we use in the course, such as files we import during the series.
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Course projects that you complete as well as your own project to develop.
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Feedback session for students who meet the requirements where you practice answering questions and presenting your own project.
Understanding, manipulating and transforming data will only become more important in the future. Those who can master this through automation will have an advantage over all their competition because when we see the results of our measurement, only then can we make the appropriate changes; this course shows you how to automate those steps.
Course Curriculum
Chapter 1: Introduction
Lecture 1: Welcome To Automating ETL
Lecture 2: Optional 30 Minute Practice Interview
Lecture 3: The "Why" of ETL
Lecture 4: Terminology
Chapter 2: Automating ETL Processes – Extract
Lecture 1: Extract Introduction
Lecture 2: Extract (Part One)
Lecture 3: Extract (Part Two)
Lecture 4: Extract (Part Three)
Lecture 5: Extract (Part Four)
Lecture 6: Extract (Part Five)
Lecture 7: Extract (Part Six)
Lecture 8: ETL Best Practices With APIs
Lecture 9: Extract (Closing Thoughts)
Lecture 10: SSIS & SQL Server Data Tools Overview
Lecture 11: SSIS Project: Aggregate Regional Weather Data
Lecture 12: Extract Code Challenge 1
Lecture 13: Extract Code Challenge 2
Lecture 14: Our Course Project (Extract Homework)
Lecture 15: 3 Additional Course Projects
Chapter 3: Automating ETL Processes – Load
Lecture 1: Load (Part One)
Lecture 2: Load (Part Two)
Lecture 3: Load (Part Three)
Lecture 4: Load Code Challenge 1
Lecture 5: Load Code Challenge 2
Lecture 6: Our Course Project (Load Homework)
Chapter 4: Automating ETL Processes – Transform
Lecture 1: Transform (Part One)
Lecture 2: Transform (Part Two)
Lecture 3: Transform (Part Three)
Lecture 4: Transform: (Part Four)
Lecture 5: Transform (Part Five)
Lecture 6: Transform (Part Six)
Lecture 7: Our Course Project (Transform Homework)
Lecture 8: Transform Code Challenge 1
Lecture 9: Transform Code Challenge 2
Lecture 10: Our Course Project (Transform Homework Part II)
Lecture 11: Transform Coding Live Practice (Optional)
Chapter 5: ETL With Other Platforms
Lecture 1: ETL With Other Platforms Overview
Lecture 2: ETL With Other Platforms Part 1
Lecture 3: ETL With Other Platforms Part 2
Lecture 4: ETL With Other Platforms Part 3
Lecture 5: ETL With Other Platforms Part 4
Lecture 6: ETL With Other Platforms Part 5
Lecture 7: ETL With Other Platforms Part 6
Lecture 8: ETL With Other Platforms Part 7
Chapter 6: ETL and Performance
Lecture 1: Performance Overview
Lecture 2: Performance Part 1
Lecture 3: Performance Part 2
Chapter 7: ETL In the Cloud
Lecture 1: ETL In the Cloud Part 1
Lecture 2: ETL In the Cloud Part 2
Lecture 3: ETL In the Cloud Part 3
Chapter 8: ETL and Cybersecurity
Lecture 1: ETL and Security Overview
Lecture 2: ETL and Security Part 1
Lecture 3: ETL and Security Part 2
Lecture 4: ETL and Security Part 3
Lecture 5: ETL and Security Part 4 – Live Coding
Chapter 9: Live Practice and Examples
Lecture 1: Transforming Data Example – Live Coding
Chapter 10: Congratulations
Lecture 1: Congratulations
Chapter 11: Archived Section – From 2013 to 2017 (Some Exercises May Be Helpful Still)
Lecture 1: Master Class Series Introduction
Lecture 2: The Master Logic of Extract
Lecture 3: Data Gathering
Lecture 4: Handling Dirty Excel Delimiters
Lecture 5: Another Excel Extract Method
Lecture 6: Handling Wrapped Exceptions
Lecture 7: Handling Useless Characters
Lecture 8: Excel Non-Data Sheets
Lecture 9: Automate Reporting
Lecture 10: Automating Email Loading
Lecture 11: ETL Architecture
Lecture 12: Your ETL Briefcase
Lecture 13: Thinking About ETL In Big Data Environments
Lecture 14: Python Swapping
Lecture 15: ETL Case Studies Part 1
Lecture 16: ETL Case Studies Part 2
Lecture 17: ETL With Other Platforms Archive 1
Lecture 18: Development With New Technology
Lecture 19: The Automation In Automating
Instructors
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Tim Smith
Data Architect
Rating Distribution
- 1 stars: 3 votes
- 2 stars: 2 votes
- 3 stars: 9 votes
- 4 stars: 18 votes
- 5 stars: 27 votes
Frequently Asked Questions
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!
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