VIDEO

QUIZ

ASSESSMENT

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

Numerical Processing in Python using Numpy

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.

Python Data Analysis using Pandas

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

Data Visualisation

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

Plotting Data in Python

Explore Seaborn library to build beautiful and intuitive visualizations

Visualisation using Seaborn

Learn how to model data into patterns using probability. Understand probability from a data modeling perspective, define some statistical concepts related to expectation, variance and correlation. 

Probability - Principles and Theorems

Linear algebra is the backbone of any numerical data operation. Learn the basic concepts of algebra, arithmetic and algebraic operations and algebraic transformations. 

Linear Algebra and Matrix Operations

	Learn to use descriptive statistics to summarise and understand key characteristics of the data. Master concepts such as measures of central tendency, spread, shape, and correlation to describe data.

Descriptive Statistics

Learn hypothesis testing, confidence interval, p-values, A/B testing to generalize behaviors from a sample dataset to make effective decisions.

Inferential Statistics

The project tests you on all the necessary concepts of this course

Capstone Project

Learn the application of python and statistics in Data Analytics through an industry-aligned curriculum designed and delivered live by the masters of the industry from top companies. Get certified in 3 months.

Data Analytics and Statistics Using Python Certification Course | SkilloVilla

The curriculum is really best in class. I learnt all the necessary practical concepts and SkilloVilla team helped me get placed at Flipkart. It's a great place to learn directly from industry experts and sharpen your skills. Really recommend it!

Anshul Gupta

SkilloVilla’s Data Science Track helped me switch career. Live classes and top notch courses really helped me. And the best part was the resume preparation and mock interviews drills which created a virtual interview environment and helped me prepare well for actual interviews

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Excellent content and great mentorship! I had no clue how to get a job in data. SkilloVilla helped me not only learn from very scratch but also helped me understand practical applications through expert driven live classes. Thanks you SkilloVilla team and Deepak Sir for supporting me till I got placed.

Raj Golhani

SkilloVilla played a very important role in starting my career right. Combination of videos, live classes and projects helped me understand the concepts throughly. Live Classes by experts made the learning process very interesting and taught me real life application. Very well-structured program.

Vaibhav Jaiswal

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Data Analytics and Statistics Using Python

Learn the math behind data science and master the art of maneuvering through complex data effortlessly.

Data Analytics and Statistics Using Python

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Skills covered