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Python for Different Professions

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Beginner

Explore how Python is used in a variety of professional fields. This track introduces beginners to the practical applications of Python in different industries, from data analysis and finance to education, engineering, and more. Show more

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What you will learn

How Python is applied in data analysis and cleaning
Practical Python skills for financial analysis and accounting
Using Python for automation and daily tasks
Python for teachers and educational purposes
Python's role in sports analytics
Data preprocessing and feature engineering for engineers
Using Python in physical sciences
Regular expressions for social sciences
Exploratory data analysis for marketing and business
Creative uses of Python in art and creative industries
Biological data analysis and visualization
Python for healthcare and medical data
Python in journalism and media
Python for legal professionals
Python for environmental science and sustainability

175 chapters
18 hours
295 tasks

Trusted by employees of leading companies

Learning track content

Module 1 / Python for Data Cleaning

Explore the core concepts of data cleaning, why it matters, and the essential tools and techniques in Python.

Delve deeper into techniques for managing missing and duplicate data using pandas and numpy.

Focus on techniques for making data consistent, correcting errors, and detecting outliers.

Module 2 / Python for Accountants

Learn how to automate common accounting tasks using Python, including data import, cleaning, and reconciliation.

Delve into financial data analysis using Python, including trend analysis, ratio calculations, and benchmarking.

Learn to retrieve financial data from online sources and create automated reports for accounting purposes.

Module 3 / Python for Daily Tasks

Learn to use Python for automating calculations and streamlining daily routines, from budgeting to simple reminders.

Discover how Python can help you organize, analyze, and summarize everyday data, from to-do lists to simple statistics.

Learn to create simple visualizations and formatted outputs to communicate information clearly and effectively.

Module 4 / Python for Teachers

Learn the basics of Python programming with a focus on classroom and grade organization. This section introduces Python syntax, variables, and simple data structures through relatable educational scenarios.

Dive deeper into Python by learning how to organize, analyze, and visualize student grades. This section covers dictionaries, conditional logic, and basic data analysis techniques tailored for teachers.

Explore how Python can automate common classroom tasks such as attendance tracking, assignment management, and generating reports. This section introduces file operations and more advanced automation techniques.

Module 5 / Python for Sports Analytics

Gain foundational knowledge of sports analytics, explore common data sources, and learn how to handle and visualize sports data using Python.

Delve into statistical methods for analyzing sports data, including descriptive statistics, correlation, and hypothesis testing.

Learn to build and evaluate predictive models for sports outcomes using machine learning techniques.

Module 6 / Data Preprocessing and Feature Engineering with Python

Master the foundational steps for cleaning and preparing raw data for analysis and machine learning.

Transform raw data into usable features for machine learning models.

Engineer and select features to improve model performance and interpretability.

Module 7 / Python for Physics Students

Explore the fundamentals of motion using Python, from basic displacement calculations to simulating projectile trajectories and analyzing real-world movement data.

Dive into the world of forces and energy, using Python to model Newton's laws, simulate collisions, and analyze energy transformations.

Master the use of Python for analyzing, interpreting, and visualizing experimental and simulated physics data.

Module 8 / Python Regular Expressions

Learn the fundamentals of regular expressions in Python, including basic syntax, pattern matching, and essential regex functions.

Delve deeper into regex with grouping, quantifiers, anchors, and substitution techniques.

Master advanced regex features such as lookahead/lookbehind, non-greedy matching, and apply regex to real-world text processing problems.

Module 9 / Exploratory Data Analysis with Python

Establish the core principles, goals, and statistical foundations of exploratory data analysis using a retail dataset.

Analyze and visualize single features in the retail dataset to uncover patterns and anomalies.

Explore relationships between pairs of features and measure their associations in retail data.

Analyze multiple features and groups to uncover deeper patterns and outliers in retail data.

Learn to summarize, present, and communicate EDA findings effectively to stakeholders.

Module 10 / Python for Biologists

Explore how Python can be used to analyze DNA and other biological sequences, including searching for motifs, calculating GC content, and basic sequence manipulations.

Delve into protein sequences, amino acid composition, and basic protein analysis using Python.

Learn how to visualize biological data using Python, including plotting sequence statistics and creating informative charts for research.

Requirements

A computer with a browser - all browsers are supported.
Your enthusiasm to enhance your tech skills.
Everything else needed to start learning and practicing is already included in this course.

Over 200,000 5-star ratings and counting

Ruslan Kravchuk

The main thing is to learn and not give up

The material is good, there is a lot to learn, all in order to become better and the main thing is to learn what you want....

Matteo Comune

Thanks to them I'm learning a lot…

Thanks to them I'm learning a lot faster because they help you to understand everything from scratch. It's the best website that helps people with no background in IT...

Yuliana Cadavid

great course for beginners

great course for beginners, they test your knowledge in every lesson...

Elpunzon

I am enjoying my Codefinity experience…

I am enjoying my Codefinity experience learning Python. The self-paced way of learning is great because I can fit it into my schedule...

Alexandru Alexandru

Is nice to learn from codefinity

Is nice to learn from codefinity. Its easy and have good examples on what I learned here...

jacob Templet

Easy to follow along with and provides…

Easy to follow along with and provides challenge in my every day life. The challenge keeps me wanting to learn day after day...

Elan

Codefinity is a comprehensive learning…

Codefinity is a comprehensive learning tool to help you develop your skills as a software engineer or data scientist. The exercises are fun and a good way to sharpen your skills...

Thibault

First time learning how to code

First time learning how to code and successfully doing so with codefinity - thank you...

Adrien Morel

Well designed for total beginners

Well designed for total beginners, incremental progress and makes me feel confident....

_Gracy

it's simply perfectly well explained

it's simply perfectly well explained! so far I have not experienced any difficulty because everything is so well managed...

Ruslan Kravchuk

The main thing is to learn and not give up

The material is good, there is a lot to learn, all in order to become better and the main thing is to learn what you want....

Matteo Comune

Thanks to them I'm learning a lot…

Thanks to them I'm learning a lot faster because they help you to understand everything from scratch. It's the best website that helps people with no background in IT...

Yuliana Cadavid

great course for beginners

great course for beginners, they test your knowledge in every lesson...

Elpunzon

I am enjoying my Codefinity experience…

I am enjoying my Codefinity experience learning Python. The self-paced way of learning is great because I can fit it into my schedule...

Alexandru Alexandru

Is nice to learn from codefinity

Is nice to learn from codefinity. Its easy and have good examples on what I learned here...

jacob Templet

Easy to follow along with and provides…

Easy to follow along with and provides challenge in my every day life. The challenge keeps me wanting to learn day after day...

Elan

Codefinity is a comprehensive learning…

Codefinity is a comprehensive learning tool to help you develop your skills as a software engineer or data scientist. The exercises are fun and a good way to sharpen your skills...

Thibault

First time learning how to code

First time learning how to code and successfully doing so with codefinity - thank you...

Adrien Morel

Well designed for total beginners

Well designed for total beginners, incremental progress and makes me feel confident....

_Gracy

it's simply perfectly well explained

it's simply perfectly well explained! so far I have not experienced any difficulty because everything is so well managed...

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