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Intermediate Python

Beginner
4.6+
780 reviews
Updated 12/2024
Level up your data science skills by creating visualizations using Matplotlib and manipulating DataFrames with pandas.
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PythonSoftware Development4 hours18 videos87 exercises7,400 XP1,163,313Statement of Accomplishment

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Course Description

Improve Your Python Skills

Learning Python is crucial for any aspiring data science practitioner. Learn to visualize real data with Matplotlib’s functions and get acquainted with data structures such as the dictionary and pandas DataFrame. This four-hour intermediate course will help you to build on your existing Python skills and explore new Python applications and functions that expand your repertoire and help you work more efficiently.

Learn to Use Python Dictionaries and pandas

Dictionaries offer an alternative to Python lists, while the pandas dataframe is the most popular way of working with tabular data. In the second chapter of this course, you’ll find out how you can create and manipulate datasets, and how to access them using these structures. Hands-on practice throughout the course will build your confidence in each area.

Explore Python Boolean Logic and Python Loops

In the second half of this course, you’ll look at logic, control flow, filtering and loops. These functions work to control decision-making in Python programs and help you to perform more operations with your data, including repeated statements. You’ll finish the course by applying all of your new skills by using hacker statistics to calculate your chances of winning a bet.

Once you’ve completed all of the chapters, you’ll be ready to apply your new skills in your job, new career, or personal project, and be prepared to move onto more advanced Python learning.

Prerequisites

Introduction to Python
1

Matplotlib

Start Chapter
2

Dictionaries & Pandas

Start Chapter
3

Logic, Control Flow and Filtering

Start Chapter
4

Loops

Start Chapter
5

Case Study: Hacker Statistics

Start Chapter
Intermediate Python
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*4.6
from 780 reviews
73%
17%
8%
1%
0%
  • Anny C.
    17 days

    Really enjoyed the course, especially how it builds to a project/case study.

  • Jesus C.
    21 days

    100% recomended

  • CELISMAR O.
    29 days

    Congrats to the guys from Data Camp, the course is excellent. I enjoyed it and have a lot of fun. I would add a recommendation, I believe the course would be even better with the Swift Case, introduced in Python 3. 10.

  • Maria F.
    30 days

    Excellent learning experience and a very good starting point to continue developing my knowledge.

  • Melanie D.
    about 1 month

    Great videos and exercises

"Really enjoyed the course, especially how it builds to a project/case study."

Anny C.

"100% recomended"

Jesus C.

"Congrats to the guys from Data Camp, the course is excellent. I enjoyed it and have a lot of fun. I would add a recommendation, I believe the course would be even better with the Swift Case, introduced in Python 3. 10."

CELISMAR O.

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