Somya - Python tutor - Sahibzada Ajit Singh Nagar
1st lesson free
Somya - Python tutor - Sahibzada Ajit Singh Nagar

Somya's email address and phone number have been validated.

Somya

  • Rate 15AED
  • Response 1h
Somya - Python tutor - Sahibzada Ajit Singh Nagar

15AED/hr

1st lesson free

Contact

1st lesson free

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.

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About the lesson

  • All Levels
  • 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

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Rates

Rate

  • 15AED

Pack prices

  • 5h: 75AED
  • 10h: 150AED

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

  • 15AED/h

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All Levels

All languages in which the lesson is available

English

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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.

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