1st lesson free
Somya's email address and phone number have been validated.
Somya
- Rate PKR 1,166
- Response 1h
PKR 1,166/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
- Middle School
- SSC
- +13
levels :
Primary
Middle School
SSC
HSSC
Adult Education
Bachelor
Master
Doctoral
Other
MBA
Pre-Primary
Beginner
Intermediate
Advanced
Professional
Kids
- 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
- PKR 1,166
Pack prices
- 5h: PKR 5
- 10h: PKR 10
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
- PKR 1,166/h
Similar Python teachers in Sahibzada Ajit Singh Nagar
Abdul
Karachi & Online
- PKR3,000/hr
- 1st lesson free
Zunaira
Shāhdādpur & Online
- PKR900/hr
- 1st lesson free
Aisha
Lahore & Online
- PKR500/hr
- 1st lesson free
Abdul
Lahore & Online
- PKR3,000/hr
- 1st lesson free
Qazi Ahmed
Karachi & Online
- PKR500/hr
- 1st lesson free
Abdur Rafay
Islamabad & Online
- PKR2,000/hr
- 1st lesson free
Sania
Sialkot & Online
- PKR1,500/hr
- 1st lesson free
Khushbu
Islamabad & Online
- PKR1,000/hr
- 1st lesson free
Etisam
Lahore & Online
- PKR3,000/hr
- 1st lesson free
Muhammad
Islamabad & Online
- PKR800/hr
- 1st lesson free
Rashid
Multan & Online
- PKR999/hr
- 1st lesson free
Saman
Multan City & Online
- PKR1,000/hr
- 1st lesson free
Jarrar Haider
Rawalpindi & Online
- PKR500/hr
- 1st lesson free
Tahira
Islamabad & Online
- PKR5,000/hr
- 1st lesson free
Syed Noman
Karachi & Online
- PKR799/hr
- 1st lesson free
Umer
Islamabad & Online
- PKR1,500/hr
- 1st lesson free
Aman
Lahore & Online
- PKR1,500/hr
- 1st lesson free
Anusha
Hyderabad City & Online
- PKR1,500/hr
- 1st lesson free
Bakhtawar
Mian Channu & Online
- PKR1,000/hr
- 1st lesson free
Zain
Lahore & Online
- PKR1,499/hr
- 1st lesson free
-
See Python tutors
