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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. Vis nu mere

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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 / Datapræprocessering og Feature Engineering

Behersk de grundlæggende trin til at rense og forberede rådata til analyse og maskinlæring.

Omform rådata til anvendelige funktioner til maskinlæringsmodeller.

Udvikling og udvælgelse af features for at forbedre modellens ydeevne og fortolkelighed.

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

Det vigtigste er at lære og ikke give op

Materialet er godt, der er meget at lære for at blive bedre, og det vigtigste er at lære det, du ønsker....

Matteo Comune

Takket være dem lærer jeg meget…

Takket være dem lærer jeg meget hurtigere, fordi de hjælper dig med at forstå alt fra bunden. Det er den bedste hjemmeside for folk uden IT-erfaring...

Yuliana Cadavid

fantastisk kursus for begyndere

fantastisk kursus for begyndere, som tester din viden i hver lektion...

Elpunzon

Jeg nyder min Codefinity-oplevelse…

Jeg nyder at lære Python med Codefinity. Den selvstyrede læringsmetode er fantastisk, fordi jeg kan tilpasse den min tidsplan...

Alexandru Alexandru

Det er rart at lære fra Codefinity

Det er rart at lære fra Codefinity. Det er nemt og har gode eksempler på, hvad jeg har lært her...

jacob Templet

Easy to follow along with and provides…

Let at følge med og giver daglige udfordringer. Udfordringen motiverer mig til at lære dag efter dag...

Elan

Codefinity er et omfattende læringsværktøj…

Codefinity er et omfattende læringsværktøj, der hjælper dig med at udvikle dine færdigheder som softwareingeniør eller datavidenskabsmand. Øvelserne er sjove og en god måde at finpudse dine evner på...

Thibault

Første gang jeg lærer at kode

Første gang jeg lærer at kode og lykkes med det hos Codefinity - tak...

Adrien Morel

Godt designet til totale begyndere

Godt designet til totale begyndere, med trinvis progression, der giver mig selvtillid....

_Gracy

det er simpelthen fuldstændig velforklaret

det er simpelthen fuldstændig velforklaret! Indtil videre har jeg ikke oplevet nogen problemer, fordi alt er så godt organiseret...

Ruslan Kravchuk

Det vigtigste er at lære og ikke give op

Materialet er godt, der er meget at lære for at blive bedre, og det vigtigste er at lære det, du ønsker....

Matteo Comune

Takket være dem lærer jeg meget…

Takket være dem lærer jeg meget hurtigere, fordi de hjælper dig med at forstå alt fra bunden. Det er den bedste hjemmeside for folk uden IT-erfaring...

Yuliana Cadavid

fantastisk kursus for begyndere

fantastisk kursus for begyndere, som tester din viden i hver lektion...

Elpunzon

Jeg nyder min Codefinity-oplevelse…

Jeg nyder at lære Python med Codefinity. Den selvstyrede læringsmetode er fantastisk, fordi jeg kan tilpasse den min tidsplan...

Alexandru Alexandru

Det er rart at lære fra Codefinity

Det er rart at lære fra Codefinity. Det er nemt og har gode eksempler på, hvad jeg har lært her...

jacob Templet

Easy to follow along with and provides…

Let at følge med og giver daglige udfordringer. Udfordringen motiverer mig til at lære dag efter dag...

Elan

Codefinity er et omfattende læringsværktøj…

Thibault

Første gang jeg lærer at kode

Første gang jeg lærer at kode og lykkes med det hos Codefinity - tak...

Adrien Morel

Godt designet til totale begyndere

Godt designet til totale begyndere, med trinvis progression, der giver mig selvtillid....

_Gracy

det er simpelthen fuldstændig velforklaret

det er simpelthen fuldstændig velforklaret! Indtil videre har jeg ikke oplevet nogen problemer, fordi alt er så godt organiseret...

Data Engineer

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