HOLI Special! Get 15% Off.
Use coupon code COLORS15

00Days

00Hours

00Minutes

00Seconds
About Introduction to Data Science Course
Why pursue Data Science:
 Data Science is the hottest field in the industry right now
 Data Scientists are one of the most demanded professionals
 There are so many data science algorithms to build predictive models, such as linear regression, logistic regression, decision trees and random forests. Keep learning, keep growing!
 The potential of data science is limitless  spanning across industries, roles and functions
What will you learn in the ‘Introduction to Data Science’ course?
 Understand what data science is
 The various and diverse applications of data science
 Common data science terminologies
 Python for data science – the most popular data science programming language
 Python from scratch – no previous programming experience required!
 Understand how to use Jupyter Notebooks for data science
 Get familiar with popular Python libraries for data science like Pandas and NumPy
 Core Statistics for data science  Descriptive Statistics and Inferential Statistics
 Measures of central tendency  mean, median, mode
 Standard deviation
 Outlier detection
 Correlation
 Hypothesis Testing
 Confidence Intervals & margin of error
 Chisquared test
 Probability concepts for data science
 Introduction to Probability
 Central Limit Theorem
 Bernoulli Trials
 Introduction to core machine learning algorithms for data science
 Types of predictive models in data science
 Overview of endtoend data science process
 Data extraction and data cleaning
 Basics of machine learning model building
 Linear regression
 Logistic regression
 Decision trees
 Random forests
 And much, much more!
 Plenty of handson examples and multiple realworld industryrelevant data science projects
Why take Introduction to Data Science course?
Ideal way to start your Data Science Journey
Introduction to Data Science course has been created keeping a data science beginner in mind. This course provides everything you need to start your journey in data science.
Easy to understand content
The biggest challenge beginners face is that most of the courses explain data science as a difficult mathematical subject. Not us! We simplify data science and machine learning with easy to understand videos and help you build intuition on data science concepts.
Experienced Instructors
All the material in this course was created by Analytics Vidhya instructors who bring in immense experience of data science with them. All our instructors have years of experience in data science and analytics.
Industry collaboration
Entire course has been vetted and created along with experts from data science industry. This ensures relevance in industry and enabling you with the content which matters the most.
Real life projects and problems
All projects in the course are based on real life data science problems. No academic datasets are bring used to ensure that you are ready for real life problems.
Prerequisites
This course requires no past knowledge about Data Science or any tool.
Introduction to Data Science Course Curriculum

1
Introduction to Data Science
 Getting Started
 Knowing Each Other
 Data Science Overview FREE PREVIEW
 Exercise1
 Terminologies in Data Science FREE PREVIEW
 Exercise2
 Applications of Data Science
 Exercise3
 Instructor's Introduction

2
Basic Python for Data Science
 Brief Introduction to Python
 Introduction to Python test
 Installing Python
 Installation steps for Mac
 Installation steps for Linux
 Installation steps for Windows
 Theory of Operators
 Exercise
 Understanding Operators in Python
 Operators test