Data Automation with Python - Master ETL & Database Management
Transform your career with our Data Automation with Python training program. Master cutting-edge techniques for efficient data handling and manipulation. Enroll now to harness the full potential of Python in automating your data-driven tasks with precision.
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Corporate Pricing
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Certification
Certified Python Automation Specialist
Skymind
Features
Subsidies
What you'll learn
- Master ETL processes along with advanced data cleansing and preparation techniques.
- Gain proficiency in different database systems including relational databases and NoSQL.
- Understand the historical significance of AI and Blockchain in relation to Data Automation.
- Learn how to handle various types of data using Python's powerful libraries.
- Develop skills for maintaining high standards of data quality through profiling and consistency checks.
- Acquire practical knowledge in using Git and GitHub for version control and collaboration.
- Perform complex SQL queries to manage databases efficiently.
- Automate configuration management tasks and manage cloud instances at scale.
Why should you attend?
Data Automation with Python is an essential course for professionals seeking to streamline their data processing workflows. This comprehensive training program delves into the intricacies of managing and manipulating data effectively, leveraging the power of Python. The course begins by exploring the historical context of AI and Blockchain revolutions, setting the stage for understanding the importance of data in modern tech landscapes. It then transitions into a deep dive into different types of data and introduces the concept of Data Automation. Participants will learn about ETL processes, data cleansing, wrangling, preparation techniques, and methods for efficient data aggregation and workflow management. The curriculum also covers key concepts related to maintaining high-quality data, including profiling, completeness, and consistency. A thorough exploration of databases—relational, NoSQL, hybrid—and flat files provides a solid foundation in data storage solutions. Practical skills in Git and GitHub are imparted for version control and collaboration. The latter part of the course focuses on Python's applications in Data Automation, highlighting its libraries like Numpy and Pandas for handling complex datasets. SQL instruction is included to equip learners with database interaction capabilities through CRUD operations. Finally, the course addresses data gathering techniques from various sources, configuration management automation, cloud computing essentials, and Python's role in operating system interactions.
Course Syllabus
Day 1 - Data Fundamentals and Git
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - Python and SQL Automation
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Ratings and Reviews
Instructor
Instructor
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
Instructor
Instructor Reviews
Mohammad Mehdi Lotfinejad
Chief Data Officer & Data Science Trainer"Mehdi and I worked on several projects with company such as Petronas , Shell and CIMB Regional ETC. I must say Mehdi's training was highly appreciated by our clients as he was able to exhibit in full display his vast knowledge as a Data professional. I would highly recommend him to anyone looking for a top tier training expert."
"Not only knowledgeable but also having hands dirty on what he knows Friendly and building networks quickly."
"I had the pleasure of working with Mehdi together on some high-level initiatives such as the Petronas data scientist program and Shell's project to become a data-driven organization. During these projects, Mehdi received numerous accolades for his ability to share his knowledge and mentor up-and-coming data scientists. Based on our shared experiences, I have no hesitation in recommending Mehdi for any project or position he may be considered for."
FAQ
Frequently Asked Questions About This Course
Courses you may like
Why should you attend?
Data Automation with Python is an essential course for professionals seeking to streamline their data processing workflows. This comprehensive training program delves into the intricacies of managing and manipulating data effectively, leveraging the power of Python. The course begins by exploring the historical context of AI and Blockchain revolutions, setting the stage for understanding the importance of data in modern tech landscapes. It then transitions into a deep dive into different types of data and introduces the concept of Data Automation. Participants will learn about ETL processes, data cleansing, wrangling, preparation techniques, and methods for efficient data aggregation and workflow management. The curriculum also covers key concepts related to maintaining high-quality data, including profiling, completeness, and consistency. A thorough exploration of databases—relational, NoSQL, hybrid—and flat files provides a solid foundation in data storage solutions. Practical skills in Git and GitHub are imparted for version control and collaboration. The latter part of the course focuses on Python's applications in Data Automation, highlighting its libraries like Numpy and Pandas for handling complex datasets. SQL instruction is included to equip learners with database interaction capabilities through CRUD operations. Finally, the course addresses data gathering techniques from various sources, configuration management automation, cloud computing essentials, and Python's role in operating system interactions.
What you'll learn
- Master ETL processes along with advanced data cleansing and preparation techniques.
- Gain proficiency in different database systems including relational databases and NoSQL.
- Understand the historical significance of AI and Blockchain in relation to Data Automation.
- Learn how to handle various types of data using Python's powerful libraries.
- Develop skills for maintaining high standards of data quality through profiling and consistency checks.
- Acquire practical knowledge in using Git and GitHub for version control and collaboration.
- Perform complex SQL queries to manage databases efficiently.
- Automate configuration management tasks and manage cloud instances at scale.
Course Syllabus
Day 1 - Data Fundamentals and Git
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - Python and SQL Automation
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Instructor Reviews
Mohammad Mehdi Lotfinejad
Chief Data Officer & Data Science Trainer"Mehdi and I worked on several projects with company such as Petronas , Shell and CIMB Regional ETC. I must say Mehdi's training was highly appreciated by our clients as he was able to exhibit in full display his vast knowledge as a Data professional. I would highly recommend him to anyone looking for a top tier training expert."
"Not only knowledgeable but also having hands dirty on what he knows Friendly and building networks quickly."
"I had the pleasure of working with Mehdi together on some high-level initiatives such as the Petronas data scientist program and Shell's project to become a data-driven organization. During these projects, Mehdi received numerous accolades for his ability to share his knowledge and mentor up-and-coming data scientists. Based on our shared experiences, I have no hesitation in recommending Mehdi for any project or position he may be considered for."
Public Pricing
Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Certification
Certified Python Automation Specialist
Skymind
Features
Subsidies
Ratings and Reviews
Instructors
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
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FAQ
Frequently Asked Questions About This Course
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