Roshni Barua
Master AI, Machine Learning & Data Science Through Practical Learning..........
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Roshni Barua
Bachelors degree
/ 55 min
Roshni - Know your tutor
I am a passionate Machine Learning and Artificial Intelligence educator with 1+ year of teaching experience, dedicated to helping students and professionals build strong foundations in AI, Machine Learning, Python, Data Analytics, and related technologies. My teaching approach focuses on practical learning, real-world applications, and industry-relevant skills. I believe in creating products, not just projects, and encourage learners to develop solutions that solve real problems. I simplify complex concepts through interactive sessions, hands-on examples, and step-by-step guidance, ensuring students gain both theoretical understanding and practical expertise. My goal is to empower learners with the knowledge and confidence needed to excel in the rapidly evolving field of AI and Machine Learning.I am a passionate Machine Learning and Artificial Intelligence educator with 1+ year of teaching experience, dedicated to helping students and professionals build strong foundations in AI, Machine Learning, Python, Data Analytics, and related technologies. My teaching approach focuses on practical learning, real-world applications, and industry-relevant skills. I believe in creating products, not just projects, and encourage learners to develop solutions that solve real problems. I simplify complex concepts through interactive sessions, hands-on examples, and step-by-step guidance, ensuring students gain both theoretical understanding and practical expertise. My goal is to empower learners with the knowledge and confidence needed to excel in the rapidly evolving field of AI and Machine Learning.
Roshni graduated from Sri Aurobindo Institute of Technology/ RGPV
Programming tutor specialities
Code Review
Assignment help
Debugging
Paired coding
Competitive Programming
Code Optimization
Upskilling
CoTutorAI modules
Summary
Podcast
Quiz
Learnings
Flashcard
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1-yr validity
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Learner for programming class
High School students
Middle School students
College students
Your programming tutor also teaches
Artificial Intelligence
Computer Science
Databases
Machine Learning
Computer Science concepts taught by Roshni
During this demo session, the Student and Tutor discussed the Student's goals for learning Excel, focusing on data analysis, pivot tables, macros, and staying current with AI integration. The Tutor then provided a comprehensive overview of Excel's core functionalities, including basic operations, data visualization with various chart types, pivot table creation, conditional logic, and data analysis. They also reviewed a detailed lesson plan for future sessions covering these and other advanced topics like data cleaning.
Data Visualization with Excel Charts
Enhancing Data Presentation: Formatting & Conditional Formatting
Calculated Fields & IF Conditions
Automating Data Analysis with Pivot Tables
Fundamental Formulas & Aggregate Functions
Excel Workbooks
Worksheets & Cells
The Student and Tutor continued their Excel lesson, focusing on essential formulas and conditional logic. They covered functions like SUM, AVERAGE, MIN, MAX, COUNTNA, and COUNTIF, applying them to an employee salary table. The session also detailed the calculation of bonus, tax, and net salary using IF-ELSE conditions, with plans to practice more or move on to table formatting in the next class.
Essential Statistical Functions
Conditional Logic with IF Statements
Calculated Fields: Bonus and Tax Amounts
Calculating Net Salary
Counting with COUNTA and COUNTIF
The session focused on an introductory lesson in Excel, covering basic sheet creation, data entry, and formatting. The Student learned how to apply `AVERAGE` and `SUM` formulas, create visual dashboards with charts, and understand the use of text boxes and slicers. The Tutor assigned practice exercises using the shared Excel sheet for follow-up, which the Student will work on for the next session.
Structuring Data: Merge & Center and Basic Formatting
Essential Formulas: AVERAGE and SUM
Data Visualization: Creating Column Charts
Building Dashboards: Text Boxes and Themes
Introduction to Slicers for Interactive Filtering
Excel Interface: Ribbon and Essential Tabs
Teaching tools used by tutor
Jupyter Notebook
Git & GitHub
Google Colab
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