Python Data Science Course - Learn Programming & Machine Learning
Dive into the realm of data science with our beginner-friendly Python course. Master foundational concepts from memory management to machine learning algorithms. Harness the power of Python's versatile data types and operations while learning through interactive content designed for practical proficiency.
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What you'll learn
- Develop an understanding of functions - definition, scope, arguments and more.
- Learn about program structures and interactive shell usage.
- Understand why Python is a preferred language for data science.
- Get introduced to object-oriented programming concepts like classes and objects.
- Comprehend memory management in Python including garbage collection.
- Gain proficiency in various Python data types like numbers, strings, lists etc.
- Master control flow statements including loops and conditional constructs.
- Perform file operations such as opening files and exporting data efficiently.
Why should you attend?
This course is designed to introduce beginners to the world of data science using Python, a powerful and versatile programming language highly regarded for its simplicity and readability. Participants will start by understanding the importance of Python in data science and get acquainted with basic program structure and execution steps. Learners will familiarize themselves with interactive shells, script files, and integrated development environments (IDEs) that streamline coding tasks. As the course progresses, students will delve into Python's efficient memory management system and learn about garbage collection, object creation, deletion, and properties. Data types are the building blocks of any programming language; hence, this course provides an extensive overview of Python's data types including numbers, strings, lists, tuples, dictionaries, sets, other core types, and how to convert between them. The curriculum also covers essential programming concepts such as assignments, expressions, control flow statements like if tests and loops (while & for), along with their syntax rules. File operations in Python are crucial for data handling; thus participants will learn how to work with files effectively. Furthermore, the course introduces functions—defining them, calling them, understanding scope and arguments—as well as function objects which are central to writing reusable code. Finally, the course ventures into object-oriented programming (OOP) with classes and objects before exploring Python Pandas for data manipulation and introducing basic machine learning algorithms. This comprehensive beginner's journey ensures a solid foundation in Python for aspiring data scientists.
Course Syllabus
Day 1 - Python Fundamentals and Setup
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - Data Types and Operations
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
Instructor
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?
This course is designed to introduce beginners to the world of data science using Python, a powerful and versatile programming language highly regarded for its simplicity and readability. Participants will start by understanding the importance of Python in data science and get acquainted with basic program structure and execution steps. Learners will familiarize themselves with interactive shells, script files, and integrated development environments (IDEs) that streamline coding tasks. As the course progresses, students will delve into Python's efficient memory management system and learn about garbage collection, object creation, deletion, and properties. Data types are the building blocks of any programming language; hence, this course provides an extensive overview of Python's data types including numbers, strings, lists, tuples, dictionaries, sets, other core types, and how to convert between them. The curriculum also covers essential programming concepts such as assignments, expressions, control flow statements like if tests and loops (while & for), along with their syntax rules. File operations in Python are crucial for data handling; thus participants will learn how to work with files effectively. Furthermore, the course introduces functions—defining them, calling them, understanding scope and arguments—as well as function objects which are central to writing reusable code. Finally, the course ventures into object-oriented programming (OOP) with classes and objects before exploring Python Pandas for data manipulation and introducing basic machine learning algorithms. This comprehensive beginner's journey ensures a solid foundation in Python for aspiring data scientists.
What you'll learn
- Develop an understanding of functions - definition, scope, arguments and more.
- Learn about program structures and interactive shell usage.
- Understand why Python is a preferred language for data science.
- Get introduced to object-oriented programming concepts like classes and objects.
- Comprehend memory management in Python including garbage collection.
- Gain proficiency in various Python data types like numbers, strings, lists etc.
- Master control flow statements including loops and conditional constructs.
- Perform file operations such as opening files and exporting data efficiently.
Course Syllabus
Day 1 - Python Fundamentals and Setup
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - Data Types and Operations
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:
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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