Data Science with Python Certification

Learn Python for Data Science with our Python Data Science course to get expertise in Python libraries and tools such as NumPy, Pandas, SciPy, and Matplotib. Apply now!

Advanced 0(0 Ratings) 0 Students enrolled
Created by Sanjeev Singh Last updated Fri, 11-Sep-2020 English
What will i learn?

Curriculum for this course
0 Lessons 00:00:00 Hours
Requirements
+ View more
Description
01 Learning Path
Introduction to Python
  • What is Python and brief history
  • Discussion on Python 2 and 3
  • Unique features of Python
  • Discussion on various IDE’s
  • Demonstration of practical use cases
  • Python use cases using data analysis
Python object and data structures operations
  • Introduction to Python objects
  • Number objects and operations
  • Variable assignment and keywords
  • String objects and operations
  • Print formatting with strings
Setting up and installations
  • Installing python
  • Setting up Python environment for development
  • Installation of Jupyter Notebook
  • How to access our course material
  • Write your first program in python
02 Learning Path
Python statements
  • Introduction to Python statements
  • If, else-if and else statements
  • Comparison operators
  • Chained comparison operators
  • What are loops?
  • For loops
  • While loops
Object oriented programming
  • Implement object oriented with Python
  • Creating classes and objects
  • Creating class attributes
  • Installing apache tomcat with puppet
  • Creating methods in a class
  • Inheritance
  • Polymorphism
File and exception handling
  • Process files using python
  • Read/write and append file object
  • File functions
  • File pointer and operations
  • Introduction to error handling
  • Try, except and finally
03 Learning Path
Data Analysis with Python
  • Introduction to data analysis
  • Why Data analysis?
  • Data analysis and Artificial Intelligence Bridge
  • Introduction to Data Analysis libraries
  • Data analysis introduction
Data analysis using Numpy
  • Introduction to Numpy arrays
  • Creating and applying functions
  • Numpy Indexing and selection
  • Numpy Operations
  • Exercise and assignment challenge
Pandas and advanced analysis
  • Panda’s series
  • Introduction to Data Frames
  • Missing data
  • Group by
  • Merging, joining and concatenating
  • Operations
  • Data Input and Output
04 Learning Path
Data visualization with Python
  • Plotting using Mat plot lib
  • Sea born visualization
  • Pandas built-in data visualization
  • Project
+ View more
Other related courses
00:00:00 Hours
Updated Fri, 11-Sep-2020
0 0 $700 $550
00:00:00 Hours
Updated Fri, 11-Sep-2020
0 0 $700 $545
About the instructor
  • 0 Reviews
  • 0 Students
  • 33 Courses
+ View more
xyz ...

xyz ...

Student feedback
0
Average rating
  • 0%
  • 0%
  • 0%
  • 0%
  • 0%
Reviews
$550 $800
Buy now
Includes:
  • 00:00:00 Hours On demand videos
  • 0 Lessons
  • Full lifetime access
  • Access on mobile and tv