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
Predictive modeling
Data engineering
Data visualization
Statistical analysis
Deep Learning
Case Studies
AI modules
Summary
Podcast
Quiz
Learnings
Flashcard
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Zero Risk Guaranteed
15-days refund
Free tutor swap
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1-yr validity
24/7 support
Learner types for data science class
Anxiety or Stress Disorders
Data Science for adults
Data Science for beginners
Home schooled
Data Science for kids
Data Science for advanced
Data Science for intermediate
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
Python
Statistics

Data Science concepts taught by Swathy
The Student and Tutor reviewed polynomial addition and subtraction, then delved into polynomial multiplication. They covered the distributive property, the law of exponents, and practiced various multiplication problems, including monomials and binomials. The Tutor assigned 10 practice questions for homework to be reviewed in the next session.
Polynomial Addition & Subtraction Review
Sign Rules for Multiplication
Distributive Property for Polynomials
Combining Like Terms in Multiplication
Law of Exponents for Multiplication
The session focused on practicing the subtraction of polynomials, with the Student working through several problems. The Tutor addressed common errors related to sign changes and provided a comprehensive review of the rules for adding and subtracting signed numbers. The plan for the next class is to cover multiplication and division of polynomials, building on the reinforced understanding of addition and subtraction.
Rules for Adding Integers (Signed Numbers)
Subtraction of Polynomials
Standard Form of Polynomials
Rules for Subtracting Integers (Signed Numbers)
Grouping and Combining Like Terms
The Student and Tutor began the session by introducing polynomials, covering their definition, classification based on the number of terms, and how to determine their degree. They then moved on to polynomial operations, specifically addition and subtraction, practicing several addition problems. The plan for the next session includes practicing subtraction and then proceeding to multiplication and division of polynomials.
What are Polynomials?
Classifying Polynomials by Number of Terms
Understanding the Degree of a Polynomial
Identifying Like Terms
Adding Polynomials
Subtracting Polynomials
Student and Tutor reviewed homework on systems of linear equations, specifically addressing a challenging temperature-related problem and the proper methodology for presenting solutions. The student then took a mini-test on solving word problems using two variables, successfully completing most and reviewing the solution to a complex elevator problem. For the next session, they planned to begin studying polynomials and factoring.
Deconstructing Word Problems into Systems of Linear Equations
Applying the Elimination Method Effectively
Structured Solution Presentation for Exams
The Student and Tutor reviewed solving systems of two-variable linear equations, addressing common algebraic errors in manipulation and equation setup. They subsequently practiced forming and solving linear equations derived from various word problems, including those involving ticket sales, animal counts, and financial transactions. Additional word problems were assigned as homework, and the schedule for upcoming sessions was confirmed.
Interpreting Keywords in Financial Word Problems
Forming Linear Equations from Word Problems
Sign Management During Equation Addition/Subtraction
Solving Systems of Linear Equations by Elimination
Standard Form and Rearrangement of Equations
The session reviewed algebraic representations of ratios and then transitioned into solving systems of linear equations. The Student practiced translating word problems into two-variable equations and learned the elimination method, focusing on multiplying equations and managing signs during subtraction. The Tutor assigned additional two-variable equation problems as homework for further practice.
Ratios and Proportions: Understanding 'k'
Translating Word Problems into Two-Variable Equations
Solving Systems of Linear Equations: Direct Elimination
Solving Systems of Linear Equations: Elimination by Multiplication
Teaching tools used by data science tutor
Google Colab
Jupyter Notebook
Interactive data science classes
Record lessons
Chat for quick help
Open Q&A
Note taking
Weekend lessons
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