ICS Part 1 Computer 2025 - Data Preparation, Cleaning & Transformation | Chapter 5 | Hindi Lecture
Welcome to the Urdu explanation of Chapter 5.2.2: Data Preparation and 5.2.3: Data Cleaning & Transformation, part of the newly added ICS Part-I Computer Science & Entrepreneurship (2025) syllabus by PCTB Pakistan.
In this lecture, we’ll explore the crucial steps required to get data ready for analysis, including how to clean, filter, and transform it into meaningful information. These concepts are core to data analytics and essential for modern entrepreneurship and tech decision-making.
🎯 Topics Covered:
What is data preparation?
Why data cleaning is important
Dealing with missing, duplicate, and invalid data
Data transformation techniques (e.g., formatting, normalization)
🎓 Best for:
ICS Part 1 (1st Year) students
Teachers teaching new 2025 curriculum
Beginners in data science and analytics
Welcome to your ultimate learning hub for ICS Computer Science & Entrepreneurship (Punjab, Pakistan – PTBB 2025). We provide easy-to-understand lectures, notes, solved exercises, and exam prep for 1st and 2nd-year ICS students. Subscribe for Python programming, data analytics, software development, digital literacy, and more — all aligned with the latest PCTB syllabus. Learn smart, score high!
Видео ICS Part 1 Computer 2025 - Data Preparation, Cleaning & Transformation | Chapter 5 | Hindi Lecture канала PixsBits By M.Ashraf Siddiqui
In this lecture, we’ll explore the crucial steps required to get data ready for analysis, including how to clean, filter, and transform it into meaningful information. These concepts are core to data analytics and essential for modern entrepreneurship and tech decision-making.
🎯 Topics Covered:
What is data preparation?
Why data cleaning is important
Dealing with missing, duplicate, and invalid data
Data transformation techniques (e.g., formatting, normalization)
🎓 Best for:
ICS Part 1 (1st Year) students
Teachers teaching new 2025 curriculum
Beginners in data science and analytics
Welcome to your ultimate learning hub for ICS Computer Science & Entrepreneurship (Punjab, Pakistan – PTBB 2025). We provide easy-to-understand lectures, notes, solved exercises, and exam prep for 1st and 2nd-year ICS students. Subscribe for Python programming, data analytics, software development, digital literacy, and more — all aligned with the latest PCTB syllabus. Learn smart, score high!
Видео ICS Part 1 Computer 2025 - Data Preparation, Cleaning & Transformation | Chapter 5 | Hindi Lecture канала PixsBits By M.Ashraf Siddiqui
ICS Part 1 2025 Data Preparation ICS Data Cleaning ICS Urdu Data Transformation ICS ICS Chapter 5.2.2 and 5.2.3 ICS Computer Science Urdu PCTB Syllabus 2025 ICS Entrepreneurship Urdu Data Analytics ICS 1st Year Lecture What is data preparation? what is data cleaning? what is data transformation? Handling Missing Data Imputation Flagging Removal handling missing data strategy
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