Preetha Sivakumar
Tiruchirappalli/Online
Skills
Analytical Packages (ms-excel, Ms-power Bi)
Eda
Python for Ml and Data Analysis
Mysql
Object Oriented Programming with Python
Seaborn
Numpy, Pandas and Matplotlib
Machine Learning
Supervised Learning
Data Science
Data Visualization
Data Wrangling
Data Cleaning
Statistical Analysis
Scikit-learn
Python Programming
Power BI
Tableau
SQL
Python for Data Science
core python
Data Analytics
Dynamic Web Application
Html 5
Html, Css and Bootstrap
Javascript
Javascript (es6+)
Responsive Web Design
Version Control
Web Development
About
A dedicated and passionate Software Trainer and Developer with one year of experience helping students build strong foundations in programming and technology. I specialize in Web D...
A dedicated and passionate Software Trainer and Developer with one year of experience helping students build strong foundations in programming and technology. I specialize in Web Development, Python, Data Science, Machine Learning, and SQL Databases, and I focus on making complex concepts simple, practical, and easy to understand.My teaching approach is structured, interactive, and application-oriented. I believe that true learning happens when students understand the “why” behind the code, not just the syntax. I guide learners through real-world examples, hands-on practice, and logical problem-solving to help them gain confidence and clarity.With a strong combination of development experience and training exposure, I ensure that students not only learn theory but also understand how to apply concepts in practical projects. My goal is to create a supportive and engaging learning environment where students feel comfortable asking questions, exploring ideas, and growing their technical skills step by step.
Preetha Sivakumar
Tiruchirappalli/Online
Skills :
Analytical Packages (ms-excel, Ms-power Bi)
Eda
Python for Ml and Data Analysis
Mysql
Object Oriented Programming with Python
Seaborn
Numpy, Pandas and Matplotlib
Machine Learning
Supervised Learning
Data Science
Data Visualization
Data Wrangling
Data Cleaning
Statistical Analysis
Scikit-learn
Python Programming
Power BI
Tableau
SQL
Python for Data Science
core python
Data Analytics
Dynamic Web Application
Html 5
Html, Css and Bootstrap
Javascript
Javascript (es6+)
Responsive Web Design
Version Control
Web Development
A dedicated and passionate Software Trainer and Developer with one year of experience helping students build strong foundations in programming and technology. I specialize in Web D...
A dedicated and passionate Software Trainer and Developer with one year of experience helping students build strong foundations in programming and technology. I specialize in Web Development, Python, Data Science, Machine Learning, and SQL Databases, and I focus on making complex concepts simple, practical, and easy to understand.My teaching approach is structured, interactive, and application-oriented. I believe that true learning happens when students understand the “why” behind the code, not just the syntax. I guide learners through real-world examples, hands-on practice, and logical problem-solving to help them gain confidence and clarity.With a strong combination of development experience and training exposure, I ensure that students not only learn theory but also understand how to apply concepts in practical projects. My goal is to create a supportive and engaging learning environment where students feel comfortable asking questions, exploring ideas, and growing their technical skills step by step.
FindMyGuru is a tutor discovery platform that helps students find and connect with experienced tutors and institutes across a wide range of subjects and skills. Students can explore tutor profiles, compare expertise, and contact tutors directly for online or in-person learning.FindMyGuru facilitates discovery and connections between students and tutors or institutes. All classes and learning arrangements are handled directly between students and the respective tutors or institutes
Courses by: Preetha Sivakumar
Python for Data Science & Machine Learning by Preetha Sivakumar
My name is Preetha, and I am a dedicated Python and Data Science Trainer with strong hands-on expertise in Python programming, Machine Learning, Web Development, and Backend Development. I have trained school students, engineering students, and working professionals who want to upgrade their skills — even those from non-technical backgrounds.
My sessions focus on clarity, hands-on coding, structured assignments, and doubt-solving support. I emphasize practical implementation, real-time datasets, and portfolio development. My goal is to make complex concepts simple, interactive, and career-oriented through real-time projects.
Classes are available in English and Tamil, online with flexible scheduling options. I am committed to helping learners build strong technical foundations and advance confidently in the field of Python and Data Science.
Course Summary
This course is designed to provide strong conceptual clarity combined with practical implementation using real-world datasets. Students will gain hands-on experience in Python programming, data analysis, data visualization, statistics, and machine learning algorithms. The program includes end-to-end projects to help learners build a strong portfolio and gain job-ready skills.
With step-by-step guidance, doubt-clearing sessions, assignments, and project support, this course ensures practical learning rather than just theoretical knowledge. Whether you are a student, job seeker, or working professional, this program will help you confidently start your journey in Data Science.
Course Curriculum
This comprehensive curriculum covers Python programming, data analysis, visualization, machine learning, and real-time projects to help learners build industry-ready skills through hands-on training.
Module 1: Python Programming Fundamentals
• Core Python
• Object-Oriented Programming
• NumPy, Pandas, and Matplotlib
• Data handling basics
Module 2: Data Analysis with Python
• Data cleaning
• Data wrangling
• Exploratory Data Analysis (EDA)
• Working with real-world datasets
Module 3: SQL for Data Handling
• Database concepts
• Writing SQL queries
• Working with MySQL
• Data extraction and transformation
Module 4: Data Visualization with Python
• Data storytelling
• Creating charts using Matplotlib
• Advanced visualizations with Seaborn
Module 5: Data Visualization with BI Tools
• Dashboard creation using Microsoft Power BI
• Reporting with Tableau
• Building interactive business dashboards
Module 6: Machine Learning Fundamentals
• Introduction to Machine Learning concepts
• Types of Machine Learning
• Model evaluation techniques
Module 7: Supervised Learning Algorithms
• Linear Regression
• Logistic Regression
• Decision Trees
• Model training and evaluation using Scikit-learn
Module 8: Unsupervised Learning
• Clustering
• Dimensionality reduction
• Practical implementation
Module 9: Statistics & EDA
• Statistical foundations for data science
• Hypothesis testing basics
• Probability concepts
• Feature engineering
Module 10: Real-Time Projects
• End-to-end data science projects
• Model deployment basics
• Portfolio development
• Industry use-case simulations
Outcome: Upon completion, students will be able to confidently analyze real-world datasets, build and evaluate machine learning models, create interactive dashboards, and build job-ready portfolio projects.
Who Can Join?
College Students
Job Seekers
Working Professionals
Career Switchers
Benefits - What Students Will Gain?
Strong Python & Data Science foundation
Hands-on practical training
Real-time datasets
Industry-oriented projects
Resume guidance
Interview preparation support
Frontend Web Development with Real-Time Projects by Preetha Sivakumar
This course covers the essential skills needed to create responsive websites using modern web technologies. It is ideal for beginners, students, and aspiring web developers looking to build a solid foundation in web development. By enrolling in this course, you will gain practical knowledge that allows you to design and develop real-world websites confidently.
The course not only teaches you the technical skills but also emphasizes the importance of practical application, ensuring that you can showcase your abilities through real-time projects.
What Students Will Learn
HTML5 Fundamentals: Understand the structure of web pages and how to use HTML elements effectively.
CSS3 & Responsive Design: Learn how to style web pages and make them responsive across different devices.
JavaScript Fundamentals: Discover how to add interactivity and dynamic features to your websites.
Advanced JavaScript Concepts: Explore more complex JavaScript functionalities to enhance your web applications.
Version Control Basics: Get introduced to version control systems to manage your code efficiently.
Real-Time Projects: Apply your skills in practical settings by working on real-world projects.
Teaching Method & Learning Approach
This course will be delivered in an online format, allowing you to learn from the comfort of your own home. The teaching style is practice-oriented and interactive, focusing on hands-on learning and real-life applications. Students will engage in various activities, including assignments and collaborative projects, to reinforce their understanding and skills.
Why Learn From This Tutor
Preetha Sivakumar is dedicated to providing clear instructions and structured guidance throughout the course. Students can expect a supportive learning environment where questions are welcomed, and individual progress is prioritized.
Location Context
Although this course is offered online, it is accessible to learners in Tiruchirappalli, specifically in Varaganeri. This flexibility allows local students to take advantage of high-quality instruction without the need to travel.
Benefits & Learning Outcomes
By the end of this course, you will experience enhanced concept clarity, increased confidence in your web development abilities, and improved skills that prepare you for real-world challenges. You will also have the opportunity to develop a professional web portfolio, showcasing your projects and capabilities.
