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Python with Data Science Free Course with Certification

Python with Data Science Free Course with Certification

About the Course :

Learn to use powerful, open-source, Python tools, including Numpy, Pandas and Matplotlib, to manipulate, analyze, and visualize complex datasets.

What to expect in this Course ?

The course will cover begineer to advance level python to data science and some facts written below

  • Basic process of data science
  • Python and Jupyter notebooks
  • An applied understanding of how to manipulate and analyze uncurated datasets
  • Basic statistical analysis and machine learning methods
  • How to effectively visualize results

Pre-requisities : Python

Course Content :

Python

  • Python Basic Syntax
  • Python Variable Types
  • Python Operators
  • Python Decision Making
  • Python Loops
  • Python Numbers
  • Python String
  • Python Lists
  • Python Tuple
  • Python Dictionary
  • Python Set
  • Python Function
  • Python Module
  • Python File Handling
  • Python Exception Handling

Numpy

  • Introduction to NumPy
  • Create an Array
  • NumPy Data Types
  • Inspect NumPy Array
  • NumPy Random Array
  • NumPy Math Functions
  • Slicing and Indexing
  • Sorting of an Array
  • Numpy Array Manipulation
  • Combine & Split an Array
  • Set Operations
  • Linear Algebra
  • Indian Suicide Case Study

Pandas

  • Introduction to Pandas
  • Series Data Structure
  • Pandas DataFrame
  • Indexing-Selection-Filtering in Pandas
  • Descriptive Statistics for Pandas DataFrame
  • Pandas String Operations
  • Sort Series and DataFrame
  • Reading and Writing data in Pandas
  • JSON and Quandl API Data
  • Missing Data
  • Data Transformation
  • Hierarchical Indexing
  • Combining and Merging in Pandas
  • Groupby Pandas
  • Pivot Tables
  • Data Visualization

Matplotlib

  • Introduction to Matplotlib
  • Line Plot
  • Bar Plot
  • Pie Plot
  • Scatter Plot
  • Stack/Area Plot
  • Histogram
  • Subplot
  • Real Stock Data

CLICK HERE TO GET DETAILS ABOUT THIS COURSE : CLICK HERE

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