Data Analytics and Statistics Using Python

Data Analytics and Statistics Using Python

Learn the math behind data science and master the art of maneuvering through complex data effortlessly.
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4.6
200+
Enrollments
8 weeks
Avg. Completion Time
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Offers on this course
  • Flat 50% off
  • Additional exclusive discount of 20% for SVAT clearers
₹19,055
₹38,110
Objective of the course

The leading industry specialists have designed this course to teach the application of python and statistics in data analytics from ground zero. While fundamental statistics of data science teaches you all about the statistics used in data science, Data analytics explores complex data manipulation and transformation of big data using python program along with visualization techniques to generate valuable insights.

  • Explore python data structures to store, retrieve and transform data using Numpy and Pandas libraries.
  • Build a solid foundation of statistics for data science to see problems through a mathematical lens.
  • Perform complex data manipulation using python 3 and apply statistics on real-world datasets

 

Syllabus for this course

Chapter

1

Numerical Processing in Python using Numpy

Learn NumPy data structures, pythonic ways of arithmetic and algebraic operations, and broadcasting.

1h 30m

Numerical Processing in Python using Numpy

Learn NumPy data structures, pythonic ways of arithmetic and algebraic operations, and broadcasting.


video7 Video

quiz2 Quiz

Chapter

2

Python Data Analysis using Pandas

Pandas is one of the most efficient and useful python libraries for data analysis. Learn pandas data structures and how to perform key operations such as pivoting, groupby, merging, and more.

2h 30m

Python Data Analysis using Pandas

Pandas is one of the most efficient and useful python libraries for data analysis. Learn pandas data structures and how to perform key operations such as pivoting, groupby, merging, and more.


video9 Video

quiz4 Quiz

assessment1 Assessment

Chapter

3

Data Visualisation

Explore classic visualization techniques that are used to summarise, understand and prepare data for developing a model.

1h

Data Visualisation

Explore classic visualization techniques that are used to summarise, understand and prepare data for developing a model.


video5 Video

quiz1 Quiz

Chapter

4

Plotting Data in Python

Understand the pythonic ways of plotting the data using the Matplotlib library. Learn to add complex features for better visualization and presentation of data.

1h 15m

Plotting Data in Python

Understand the pythonic ways of plotting the data using the Matplotlib library. Learn to add complex features for better visualization and presentation of data.


video5 Video

quiz1 Quiz

Chapter

5

Visualisation using Seaborn

Explore Seaborn library to build beautiful and intuitive visualizations

1h 30m

Visualisation using Seaborn

Explore Seaborn library to build beautiful and intuitive visualizations


video2 Video

quiz1 Quiz

assessment1 Assessment

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