• Post category:StudyBullet-13
  • Reading time:4 mins read


Data Science from the very basics

What you will learn

In this tutorial students will be learning about what is Data Science, why we use Data Science, what does a Data Scientist do, The Life cycle of Data Science, Components of Data Science, How is Data Science used in real life, Skills and Tools required for Data Science, How is Data Science different from Business Intelligence, Machine Learning, Big Data and Artificial Intelligence. The different Algorithms used in Data Science and the challenges of Data Science.

Description

Are you new to Data Science? Do you want to know what Data Science is and where it is used? Then you are at the right place to kick start your career in Data Science.

Data Science is the field that uses different processes, algorithms, methods, tools to extract insights from data that can be structured and unstructured. In this course, I will teach you about Data Science from the very basics. You will learn what a Data Scientist does and also certain real-life examples of Data Science. You can see how Data Science is used in Recommendation Systems, Weather Forecasting, Education, and Biotechnology. You will learn about how Facebook uses Data Science.


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You will get an idea about the different components of Data Science, the tools used in Data Science, and the skills required by a Data Scientist.

You will also learn how Data Science is different from Business Intelligence, Machine Learning, Artificial Intelligence, and Big Data. You will learn about the different Algorithms used in Data Science like Linear Regression, Logistic Regression, Decision Trees, and K-Means Clustering. In this course, you will also get an opportunity to know about the different challenges of Data Science. This course will give you an overall idea about Data Science.

English
language

Content

Introduction

Introduction

Data Science Basics

What is Data Science?
Why Data Science?
What does a Data Scientist do?
The Life Cycle of Data Science
Components of Data Science
Case Studies
A quiz on Data Science Basics

Skills and Tools required for Data Science

Skills required for Data Science
Tools used in Data Science

How Data Science is different from BI, ML, AI and Big Data

Data Science vs Business Intelligence
Data Science vs Machine Learning
Data Science vs Artificial Intelligence
Data Science vs Big Data

Conclusion

What you have learnt