Data Science Essentials with Pandas and Python

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Andrei Dumitrescu

1:46:58

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01 Welcome.mp4

01:36

02 Intro to Jupyter Notebooks. Installing Jupyter Notebook.mp4

05:36

03 Jupyter Notebook Usage.mp4

08:51

04 Intro to Pandas. Installing Pandas.mp4

03:06

05 Pandas Series.mp4

08:23

06 Pandas DataFrames I. Working with Columns.mp4

10:57

07 Pandas DataFrames I. Working with Rows.mp4

08:27

08 Pandas DataFrames II. Filtering Data.mp4

12:58

09 Reading and Analyzing CSV Files with Pandas.mp4

21:28

10 Reading Excel Files. Groupby and Other Useful Operation.mp4

11:13

11 Reading and Analyzing HTML Pages with Pandas.mp4

08:16

12 Working with Missing Data.mp4

06:07

Description

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Data Science Essentials with Pandas and Python introduces you to the popular Pandas library for Python.

In this course you'll learn to analyze data quickly and easily with Python's powerful Pandas library!

The goal of this course is to bring your Data Handling and Analyzing skills to the next level to build your career in Data Science, Finance or Business Analytics.

Since this is intermediate Python you are required to already master the basics of Python before enrolling into this class. My advice is to first check my other classes on Python published here on SkillShare; they will help you build a strong foundation of Python Programming Language.

In this course we'll get the skills to get ahead!

Major topics of this course:

Installing and Using Jupyter Notebook.
Installing Pandas in Python 3
Pandas Series
Pandas DataFrames I. Working with Columns
Pandas DataFrames I. Working with Rows
Pandas DataFrames II. Filtering Data
Reading and Analyzing CSV Files with Pandas
Reading Excel Files. Groupby and Other Useful Operations
Reading and Analyzing HTML Pages with Pandas
Working with Missing Data

and more!

Datasets used in this course.

What You'll Learn?

Technology
Python
Big Data
Data Analysis
Data Science
Data Handling
Pandas

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Python

Data Science

Pandas

Andrei Dumitrescu

Instructor's Courses

I've been a Network and Software Engineer for over 15 years, the typical profile of a DevOps Engineer.

I've cofounded Crystal Mind Academy, a Cisco Academy and professional training center in Romania, that focuses on teaching cutting-edge technologies to students.

I have contributed to education in areas of programming, information security and operating systems. During the last 12 years more than 20,000 thousand students have participated in-person or online training programs at Crystal Mind Academy.

I have developed documentation, labs and case studies for many training programs such as Cisco CCNA, CCNA Security, CCNP, Linux Administration, Information Security, Python Programming, Network Automation with Python or Blockchain Programming (Ethereum/Solidity) which have been successfully attended by thousands over the years.

When I'm not working, I crossfit, read a good book, enjoy a good time or travel with my wife and children.

SkillShare

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