Data Science with Python: Complete Pandas & Analytics Training
Embark on a transformative journey through Data Science with Python. Our expertly tailored program is your gateway to mastering data manipulation, analysis, and machine learning. Harness the power of Python's pandas library for real-world applications and become an indispensable asset in the field of data science.
Public Pricing
Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Features
Subsidies
What you'll learn
- Develop skills in querying series, managing DataFrame structures, indexing, and loading data
- Learn to navigate Python sequences and employ string operations effectively
- Utilize map(), lambda functions, and list comprehensions for sophisticated data tasks
- Explore statistical methods for hypothesis testing within real-world scenarios
- Understand Python's role in data science and master its core functionalities
- Acquire advanced techniques for merging DataFrames, creating summary tables, grouping data sets
- Prepare for future trends in machine learning with an introduction to key concepts and supervised learning algorithms
- Gain comprehensive knowledge of the pandas library for data cleaning and processing
Why should you attend?
Dive into the world of data science with our meticulously crafted Python course, designed to equip you with the essential skills and knowledge needed to thrive in this dynamic field. This course begins with a foundational understanding of Python's integral role in data science, covering its versatile functions and types, sequence handling, and advanced string operations. You'll learn to leverage powerful tools like map(), lambda functions, and list comprehensions for efficient data manipulation. As you progress, we introduce the cornerstone of data processing - the pandas library. Master the art of cleaning and structuring datasets using pandas' robust functionalities such as querying series and managing DataFrame structures. Gain proficiency in indexing, loading data, handling missing values, and rectifying compromised datasets. The course also delves into advanced topics including merging DataFrames, generating insightful summary tables, grouping data logically, and performing date manipulations. Finally, enhance your analytical prowess through exploratory data analytics, correlation and regression analysis. Engage with real-world case studies that involve hypothesis testing using statistical techniques like distributions, sampling, and t-tests. Prepare to tackle contemporary challenges in machine learning by grasping core concepts and diving into supervised learning techniques.
Course Syllabus
Day 1 - Python Fundamentals for Data Science
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - Pandas Data Structures and Processing
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
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 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?
Dive into the world of data science with our meticulously crafted Python course, designed to equip you with the essential skills and knowledge needed to thrive in this dynamic field. This course begins with a foundational understanding of Python's integral role in data science, covering its versatile functions and types, sequence handling, and advanced string operations. You'll learn to leverage powerful tools like map(), lambda functions, and list comprehensions for efficient data manipulation. As you progress, we introduce the cornerstone of data processing - the pandas library. Master the art of cleaning and structuring datasets using pandas' robust functionalities such as querying series and managing DataFrame structures. Gain proficiency in indexing, loading data, handling missing values, and rectifying compromised datasets. The course also delves into advanced topics including merging DataFrames, generating insightful summary tables, grouping data logically, and performing date manipulations. Finally, enhance your analytical prowess through exploratory data analytics, correlation and regression analysis. Engage with real-world case studies that involve hypothesis testing using statistical techniques like distributions, sampling, and t-tests. Prepare to tackle contemporary challenges in machine learning by grasping core concepts and diving into supervised learning techniques.
What you'll learn
- Develop skills in querying series, managing DataFrame structures, indexing, and loading data
- Learn to navigate Python sequences and employ string operations effectively
- Utilize map(), lambda functions, and list comprehensions for sophisticated data tasks
- Explore statistical methods for hypothesis testing within real-world scenarios
- Understand Python's role in data science and master its core functionalities
- Acquire advanced techniques for merging DataFrames, creating summary tables, grouping data sets
- Prepare for future trends in machine learning with an introduction to key concepts and supervised learning algorithms
- Gain comprehensive knowledge of the pandas library for data cleaning and processing
Course Syllabus
Day 1 - Python Fundamentals for Data Science
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - Pandas Data Structures and Processing
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.
Courses you may like
FAQ
Frequently Asked Questions About This Course
Our Offers
Academy for Trainers Academy for Trainers
Teach what you love. Abundent Academy gives you the tools you need to run your own trainings! We provide you with the platform, the students, the materials, and the support you need to succeed!
- Higher trainer payouts
- Ready-made course materials
- Student management system
- AI digital marketing assistant
Academy for Corporates Academy for Corporates
Get unlimited access to all of Abundent Academy's carefully curated courses for your team, all organized according to learning paths and roles! Perfect for companies looking to upskill their workforce and stay ahead in the tech industry.
- Carefully curated courses
- Role-based learning paths
- Team progress tracking
- Gap Identification and Analysis
Academy for Partners Academy for Partners
White-label IT training delivery for training providers. We become your behind-the-scenes delivery arm so you can say yes to more clients without hiring more trainers.
- Expand your training catalog
- 40+ expert trainers ready
- White-label delivery
- You keep client relationships
Top companies choose Abundent Academy
