Python Data Analysis

60 hours

About Course

The Python Data Analysis course is your gateway to becoming a proficient data analyst. Python, being one of the most widely used programming languages in the world, provides powerful tools to handle, process, and analyze large volumes of data efficiently.

This course starts with the basics of Python for data analysis and gradually builds your expertise in popular libraries like pandas and NumPy. You’ll explore advanced concepts such as handling missing data, reshaping datasets, and applying group-by operations. Additionally, you’ll learn to create stunning visualizations with Matplotlib and Seaborn, enabling you to present insights effectively to stakeholders.
Jupyter Notebook: For interactive coding and data presentation.

With a focus on practical application, the course includes numerous hands-on exercises and real-world datasets. You’ll work with time-series data, learn optimization techniques, and tackle challenging case studies. Whether you’re looking to start a career in data analysis or enhance your existing skills, this course is designed to provide you with the confidence to solve real-world problems using Python’s robust libraries.

Frameworks Covered :

pandas: For data manipulation and analysis.
NumPy: For numerical computations.
Matplotlib & Seaborn: For data visualization.
Jupyter Notebook: For interactive coding and data presentation.

What Will You Learn?

  • Analyze and process data with pandas and NumPy.
  • Create compelling visualizations using Matplotlib and Seaborn.
  • Handle missing, inconsistent, or incomplete datasets effectively.
  • Work with time-series data for forecasting and trend analysis.
  • Perform advanced data operations like grouping, merging, and reshaping.
  • Automate repetitive tasks with Python scripting.
  • Understand data cleaning techniques and best practices.
  • Learn data transformation using pipelines.

Course Content

Python data analysis

  • Unlock the power of Python for efficient data analysis with industry-standard libraries and frameworks.

Instructors

admin

admin

4.4
0 Student
10 Courses

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