1st lesson free
Somya's email address and phone number have been validated.
Somya
- Rate £3
- Response 1h
£3/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
- Secondary
- GCSE
- +15
levels :
Primary
Secondary
GCSE
AS Level
A Level
BTEC
Adult Education
Undergraduate
Masters
Diploma
Doctorate
MBA
Nursery
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
- £3
Pack prices
- 5h: £15
- 10h: £30
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
- £3/h
Similar Python teachers in Sahibzada Ajit Singh Nagar
Reza
London & Online
- £35/hr
- 1st lesson free
John
London & Online
- £30/hr
- 1st lesson free
Robert
London & Online
- £99/hr
- 1st lesson free
Andrea, PhD, CQF
London & Online
- £100/hr
Dr Kritaphat
London & Online
- £69/hr
- 1st lesson free
Piyush
London & Online
- £25/hr
- 1st lesson free
Andrew
Newmarket & Online
- £56/hr
- 1st lesson free
Juneyt (MA, MSc Oxford)
London & Online
- £110/hr
Anthony
& Online
- £15/hr
- 1st lesson free
Dr Nick
London & Online
- £25/hr
Mudita
& Online
- £45/hr
- 1st lesson free
Idahosa
London & Online
- £10/hr
- 1st lesson free
Siddhant
Manchester & Online
- £33/hr
- 1st lesson free
Priyanshu
London & Online
- £40/hr
- 1st lesson free
Matthew
Heysham & Online
- £41/hr
Yas
London & Online
- £55/hr
Gabriel
London & Online
- £20/hr
Alex
London & Online
- £30/hr
Nima
London & Online
- £25/hr
- 1st lesson free
Igor
London & Online
- £70/hr
- 1st lesson free
-
See Python tutors
