1st lesson free
Somya's email address and phone number have been validated.
Somya
- Rate L68
- Response 1h
L68/hr
Contact
1st lesson free
- Python
- SQL
Learn data analysis with Python Python | data cleaning | data visualization | machine learning with real-world projects
- Python
- SQL
Lesson location
About Somya
Hi! I am Somya, a data analyst. I have taught more than 50 students and helped them in the field of data analysis. Here we will learn how to deal with real-world problems while building the concept of data analysis; we will be discussing how data analysis helps businesses to grow and how to turn data into actions.
See more
About the lesson
- Primary
- Lower Secondary
- Senior Secondary
- +15
levels :
Primary
Lower Secondary
Senior Secondary
Post Secondary Education
Higher Education
Adult Education
Bachelor's Degree
Master's Degree
Doctorate
Other
MBA
Early Childhood Care & Development
Beginner
Intermediate
Advanced
Professional
Other Extracurricular
Children
- English
All languages in which the lesson is available :
English
Module 1: Introduction to Data Analysis
• What is Data Analysis?
• Importance of Data in Business
• Types of Data
• Data Analysis Life Cycle
• Roles of a Data Analyst
• Real-world Applications of Data Analysis
Module 2: Basics of Statistics for Data Analysis
• Mean, Median and Mode
• Range and Standard Deviation
• Probability Basics
• Correlation and Covariance
• Data Distribution
• Sampling Techniques
Module 3: Python for Data Analysis
• Introduction to Python
• Python Basics and Data Types
• Loops and Functions
• NumPy Fundamentals
• Pandas for Data Manipulation
• Data Cleaning with Python
• Data Visualization using Matplotlib and Seaborn
• Working with CSV and Excel Files
Module 4: Data Cleaning and Preprocessing
• Handling Missing Data
• Removing Duplicates
• Data Formatting
• Outlier Detection
• Feature Scaling
• Data Transformation Techniques
• Data Validation
Module 5: Data Visualization
• Importance of Data Visualization
• Types of Charts and Graphs
• Dashboard Design Principles
• Visualization using Excel
• Visualization using Python
• Introduction to Tableau and Power BI
• Storytelling with Data
Module 6: Introduction to Machine Learning
• What is Machine Learning?
• Types of Machine Learning
• Regression Basics
• Classification Basics
• Model Evaluation
• Practical Use Cases
Skills You Will Gain
• Data Cleaning
• Data Visualization
• Statistical Analysis
• Problem Solving
• Decision-Making Using Data
• Machine Learning
See more
Rates
Rate
- L68
Pack prices
- 5h: L340
- 10h: L680
free lessons
The first free lesson with Somya will allow you to get to know each other and clearly specify your needs for your next lessons.
- 1hr
online
- L68/h
Similar Python teachers in Sahibzada Ajit Singh Nagar
Reza
Brooklyn, United States & Online
- L647/hr
- 1st lesson free
Gabriel
Seattle, United States & Online
- L404/hr
- 1st lesson free
Ilian
Paris 8e, France & Online
- L468/hr
- 1st lesson free
Reza
London, United Kingdom & Online
- L764/hr
- 1st lesson free
ADAM
Paris 12e, France & Online
- L936/hr
- 1st lesson free
John
London, United Kingdom & Online
- L655/hr
- 1st lesson free
Massimiliano
Ancona, Italy & Online
- L562/hr
- 1st lesson free
Mourad
Paris 12e, France & Online
- L749/hr
- 1st lesson free
Ammar
Montréal, Canada & Online
- L290/hr
- 1st lesson free
Robert
London, United Kingdom & Online
- L2,161/hr
- 1st lesson free
Esmaeil
New York, United States & Online
- L485/hr
- 1st lesson free
Reihane
Guelph, Canada & Online
- L581/hr
- 1st lesson free
Michael
New York, United States & Online
- L808/hr
- 1st lesson free
Gabriel
Toronto, Canada & Online
- L174/hr
- 1st lesson free
David
Toronto, Canada & Online
- L1,046/hr
Behdad
New York, United States & Online
- L404/hr
- 1st lesson free
Andrea, PhD, CQF
London, United Kingdom & Online
- L2,183/hr
Othmane
Paris 5e, France & Online
- L374/hr
- 1st lesson free
Dr Kritaphat
London, United Kingdom & Online
- L1,506/hr
- 1st lesson free
Thomas
Paris, France & Online
- L562/hr
- 1st lesson free
-
See Python tutors
