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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 mer

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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 / Dataprosessering og Feature Engineering

Behersk de grunnleggende trinnene for å rense og klargjøre rådata for analyse og maskinlæring.

Transformer rådata til brukbare funksjoner for maskinlæringsmodeller.

Utvikling og utvalg av funksjoner for å forbedre modellens ytelse og tolkbarhet.

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 viktigste er å lære og ikke gi opp

Materialet er bra, det er mye å lære, alt for å bli bedre, og det viktigste er å lære det du ønsker....

Matteo Comune

Takket være dem lærer jeg mye…

Takket være dem lærer jeg mye raskere fordi de hjelper deg med å forstå alt fra grunnen av. Det er den beste nettsiden for folk uten IT-bakgrunn...

Yuliana Cadavid

Flott kurs for nybegynnere

Flott kurs for nybegynnere, de tester kunnskapen din i hver leksjon....

Elpunzon

Jeg nyter min Codefinity-opplevelse…

Jeg nyter min Codefinity-opplevelse med å lære Python. Den selvstyrte læringsmåten er flott fordi jeg kan tilpasse den til timeplanen min...

Alexandru Alexandru

Det er hyggelig å lære fra Codefinity

Det er hyggelig å lære fra Codefinity. Det er enkelt og har gode eksempler på det jeg lærte her...

jacob Templet

Easy to follow along with and provides…

Lett å følge med på og gir utfordring i hverdagen min. Utfordringen får meg til å ville lære dag etter dag...

Elan

Codefinity er et omfattende læringsverktøy…

Codefinity er et omfattende læringsverktøy som hjelper deg med å utvikle ferdighetene dine som programvareingeniør eller datavitenskapsmann. Øvelsene er morsomme og en god måte å skjerpe ferdighetene dine på...

Thibault

Første gang jeg lærer å programmere

Første gang jeg lærer å programmere og lykkes med det takket være Codefinity – Takk!...

Adrien Morel

Godt designet for totale nybegynnere

Godt designet for totale nybegynnere, med inkrementell fremgang som gir meg selvtillit....

_Gracy

det er rett og slett perfekt forklart.

Det er rett og slett perfekt forklart! Så langt har jeg ikke opplevd noen vanskeligheter fordi alt er så godt organisert....

Ruslan Kravchuk

Det viktigste er å lære og ikke gi opp

Materialet er bra, det er mye å lære, alt for å bli bedre, og det viktigste er å lære det du ønsker....

Matteo Comune

Takket være dem lærer jeg mye…

Takket være dem lærer jeg mye raskere fordi de hjelper deg med å forstå alt fra grunnen av. Det er den beste nettsiden for folk uten IT-bakgrunn...

Yuliana Cadavid

Flott kurs for nybegynnere

Flott kurs for nybegynnere, de tester kunnskapen din i hver leksjon....

Elpunzon

Jeg nyter min Codefinity-opplevelse…

Jeg nyter min Codefinity-opplevelse med å lære Python. Den selvstyrte læringsmåten er flott fordi jeg kan tilpasse den til timeplanen min...

Alexandru Alexandru

Det er hyggelig å lære fra Codefinity

Det er hyggelig å lære fra Codefinity. Det er enkelt og har gode eksempler på det jeg lærte her...

jacob Templet

Easy to follow along with and provides…

Lett å følge med på og gir utfordring i hverdagen min. Utfordringen får meg til å ville lære dag etter dag...

Elan

Codefinity er et omfattende læringsverktøy…

Thibault

Første gang jeg lærer å programmere

Første gang jeg lærer å programmere og lykkes med det takket være Codefinity – Takk!...

Adrien Morel

Godt designet for totale nybegynnere

Godt designet for totale nybegynnere, med inkrementell fremgang som gir meg selvtillit....

_Gracy

det er rett og slett perfekt forklart.

Det er rett og slett perfekt forklart! Så langt har jeg ikke opplevd noen vanskeligheter fordi alt er så godt organisert....

Data Engineer

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