Janani K
Online
Skills :
About :
Janani K is a dedicated tutor specializing in providing guidance to students in various subjects. With a strong educational background, Janani is committed to helping learners of a…
Janani K is a dedicated tutor specializing in providing guidance to students in various subjects. With a strong educational background, Janani is committed to helping learners of all ages, including students and professionals preparing for exams.
Qualifications
Janani holds a B.Tech / B.E. and an MBA, showcasing a solid foundation in technical and managerial fields.
Experience
With a focus on student support, Janani has gained valuable teaching experience. Her approach emphasizes clarity and understanding, ensuring that each student feels guided throughout their learning journey.
Teaching Languages
Janani conducts lessons in English, making her accessible to a wide range of learners.
Teaching Approach
Janani's lessons are structured to promote clarity and comprehension. She aims to foster a supportive learning environment where students can ask questions and engage deeply with the material. Her focus on understanding ensures that students grasp concepts effectively, preparing them for their exams or skill development.
Why Students Should Learn From This Tutor
Students will benefit from Janani's clear teaching style and structured lessons. Her commitment to supporting learners builds trust and encourages students to explore their subjects confidently. With a focus on clarity and understanding, Janani is well-equipped to guide students through their educational challenges.
Janani K
Online
Skills :
Janani K is a dedicated tutor specializing in providing guidance to students in various subjects. With a strong educational background, Janani is committed to helping learners of a...
Janani K is a dedicated tutor specializing in providing guidance to students in various subjects. With a strong educational background, Janani is committed to helping learners of all ages, including students and professionals preparing for exams.
Qualifications
Janani holds a B.Tech / B.E. and an MBA, showcasing a solid foundation in technical and managerial fields.
Experience
With a focus on student support, Janani has gained valuable teaching experience. Her approach emphasizes clarity and understanding, ensuring that each student feels guided throughout their learning journey.
Teaching Languages
Janani conducts lessons in English, making her accessible to a wide range of learners.
Teaching Approach
Janani's lessons are structured to promote clarity and comprehension. She aims to foster a supportive learning environment where students can ask questions and engage deeply with the material. Her focus on understanding ensures that students grasp concepts effectively, preparing them for their exams or skill development.
Why Students Should Learn From This Tutor
Students will benefit from Janani's clear teaching style and structured lessons. Her commitment to supporting learners builds trust and encourages students to explore their subjects confidently. With a focus on clarity and understanding, Janani is well-equipped to guide students through their educational challenges.
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 Janani K
Online
20 Hour
English
Coimbatore, Cheran nagar
800 INR
Weekend
Course Content
Module 1: Python Fundamentals for Analytics
Topics
Introduction to Python & Data Analytics
Python Installation (Anaconda, Jupyter, VS Code)
Python Syntax & Program Structure
Variables, Data Types & Type Casting
Input / Output Operations
Operators in Python
Conditional Statements
Loops & Loop Control
Functions & Modules
Practical
✔ Basic scripts
✔ Data input programs
✔ Calculator & report generator
Module 2: Core Python for Data Handling
Topics
Strings & String Operations
Lists, Tuples, Sets & Dictionaries
Comprehensions
Built-in Functions (map, filter, reduce)
Exception Handling
File Handling (CSV, TXT, Excel basics)
Practical
✔ Data cleaning scripts
✔ File processing automation
Module 3: NumPy for Numerical Analysis
Topics
NumPy Arrays
Array Creation & Reshaping
Indexing & Slicing
Vectorized Operations
Mathematical & Statistical Functions
Broadcasting
Practical
✔ Matrix operations
✔ Performance comparison with Python lists
Module 4: Pandas for Data Analysis
Topics
Series & DataFrame
Importing Data (CSV, Excel, SQL, JSON)
Data Inspection & Cleaning
Handling Missing Values
Filtering, Sorting & Aggregation
GroupBy Operations
Merging & Joining DataFrames
Time Series Basics
Practical
✔ Sales dataset analysis
✔ Customer behavior analysis
✔ Data transformation workflows
Module 5: Data Visualization
Topics
Matplotlib Basics
Seaborn Visualizations
Line, Bar, Pie, Histogram, Boxplot
Heatmaps & Pairplots
Customizing charts
Dashboards (intro)
Practical
✔ Business performance dashboard
✔ Trend & comparison analysis
Module 6: Exploratory Data Analysis (EDA)
Topics
Descriptive Statistics
Correlation Analysis
Outlier Detection
Data Distribution & Patterns
Feature Understanding
Practical
✔ Complete EDA on real business dataset
✔ Generate EDA report
Module 7: SQL with Python
Topics
Python-MySQL / SQLite connectivity
Executing SQL queries using Python
Data extraction & loading
Data pipelines
Practical
✔ Sales database analysis project
Module 8: Business Analytics Case Studies
Case Studies
Sales Forecasting
Customer Segmentation
HR Attrition Analysis
Marketing Campaign Effectiveness
Inventory Demand Analysis