Swathy Mugundan
Enhance your Python, Data Science & Statistics Proficiency with an Interactive and Creative Mentor !




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Swathy Mugundan
Masters degree
/ 55 min
About your data science tutor
Hi there! I'm Swathy Mugundan, a passionate data science tutor with a background in Computer Science & Engineering. My teaching philosophy centers around making complex concepts simple and relatable for all my students. I believe in creating a supportive and engaging learning environment where students feel motivated to explore the world of data science. My teaching approach is centered around personalised learning, ensuring each student in the class grasps the concepts effectively. I offer tailored study plans, practice exams and mock tests to enhance your skills. I specialize in teaching wide range of subjects including - Data Science, Data Analysis, Databases, Machine Learning, Python, Statistics, Tableau, and Microsoft Excel to students at all levels - from school to adults and professionals. My specialities encompass everything from Data Viz to Python and Statistical Analysis. I use personalized student engagement strategies to cater to individual learning styles, ensuring that each student grasps the concepts effectively. If you are looking to delve deeper into Data Science, Join me on this exciting journey of data science discovery, I cater to all levels of learners !! Let's navigate the world of Data Science together and unlock your full potential.
Swathy graduated from Pondicherry Engineering College


Data Science tutor skills
Business intelligence
Predictive modeling
Machine learning
Case Studies
Deep Learning
Data visualization
AI modules
Summary
Podcast
Quiz
Learnings
Flashcard
Spotlight
Zero Risk Guaranteed
15-days refund
Free tutor swap
No cancel fee
1-yr validity
24/7 support
Learner types for data science class
Anxiety or Stress Disorders
Home schooled
Data Science for beginners
Data Science for intermediate
Data Science for advanced
Data Science for kids
Data Science for adults
Data sciece class overview
As a Data Analysis tutor, I specialize in teaching subjects like Databases, Machine Learning, Python, Statistics, Tableau, and Microsoft Excel to students of all levels. My teaching style is hands-on, practical, and concept-focused. I believe in problem-solving and provide a structured and systematic approach to learning. I make the learning process interactive and engaging for my students. I tailor my lessons to align with the student's interests and focus on practical skills in data analysis, machine learning, and statistical modeling. I also incorporate reviews to encourage collaborative learning among students. Before starting the lessons, I assess the student's data skills and interests to create a customized learning plan that suits their individual needs. With me, students can expect a comprehensive and engaging learning experience that focuses on real-world applications of the concepts taught.
Your data science tutor also teaches
Data Analysis
Data Science
Databases
Excel
Tableau
Microsoft Excel

Data Science concepts taught by Swathy
The Student and Tutor reviewed the Student's upcoming math syllabus and focused on practicing age-related word problems involving ratios. The Student worked through several problems, refining their ability to set up equations and apply cross-multiplication. For follow-up, the Student is to share new school-taught content for the next session.
Distinguishing Timelines in Age Problems
Solving Age Word Problems with Sums and Past Relationships
Mastering Cross Multiplication for Ratio Equations
Setting Up Age Word Problems with Ratios
Student and Tutor worked on solving systems of linear equations using the cross-multiplication method. They reviewed how to standardize equations and practiced a new diagrammatic technique to avoid common calculation errors. The next session will focus on interpreting and forming equations from word problems.
Identifying Coefficients for Linear Systems
The Diagrammatic Cross-Multiplication Method
Practical Application: Solving with Diagrammatic Cross-Multiplication
Standard Form of Linear Equations
The tutor introduced and demonstrated the cross-multiplication method for solving systems of two linear equations with two variables. The student practiced applying the formula after converting equations to standard form, with the tutor reinforcing calculation accuracy, particularly with negative numbers. Four practice problems were assigned for independent work.
Standard Form of Linear Equations for Cross Multiplication
Cross Multiplication Formula
Step-by-Step Application of Cross Multiplication
Cross Multiplication Method Prerequisites
The tutor and student worked through several age-related word problems, focusing on setting up and solving linear equations. The student practiced translating word problems into mathematical equations and solving for the unknown ages. The next session will continue with similar problems and may cover cross-multiplication methods.
Representing Ratios in Age Problems
Solving Systems of Linear Equations in Age Problems
Age Word Problems: Setting Up Equations
The tutor and student reviewed methods for solving systems of linear equations, including substitution. They practiced setting up and solving word problems involving ratios, geometry, ages, and number partitions, with a plan to cover more complex equation setups in the next session.
Solving Word Problems with Ratios
Dividing a Number into Two Parts
Age Word Problems
Perimeter of Rectangles
Substitution Method for Linear Equations
The tutor and student worked through various algebraic word problems, focusing on setting up expressions and equations from given information. They practiced solving for unknown variables and applying formulas, with a specific emphasis on algebraic substitution and handling negative numbers in calculations. The next session is planned to cover methods for solving linear equations like cross-multiplication.
Perimeter of a Rectangle
Substitution in Algebraic Expressions
Solving Linear Equations with Multiple Variables
Combining Like Terms
Algebraic Expressions in Word Problems
Teaching tools used by data science tutor
Jupyter Notebook
Google Colab
Interactive data science classes
Record lessons
Open Q&A
Mobile joining
Chat for quick help
Weekend lessons
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