What is Python for data science?

Python is an open-source programming language used in data science that's noted for its beginner-friendly language and versatility. This popular coding language integrates well with multiple software components and works across multiple platforms, such as Windows, Mac, and Linux. It also has an impressive community of support and libraries available for programmers. The programming language has a strong following, with 8.2 million developers around the world, according to ZDNet.

Why learn Python for data science?

Learning Python for data science can be beneficial because it’s used in many data science applications. The program is popular because it tends to be easy to learn, and the simplicity of the language makes it possible to write code faster and with fewer lines than you need to use in other coding languages. When you learn Python, you may develop a deeper understanding of the methodologies used to collect and analyze data, which can lead to additional interests and career opportunities.

What are typical careers that use Python for data science?

Typical data science careers that use Python are data analysts, software engineers, developers, and network engineers. However, you don’t have to be a coder or developer to benefit from learning Python. Understanding Python can be beneficial to a variety of individuals who work with data, including mathematicians, researchers, accountants, marketers, and product managers.

How can taking online courses help me learn Python for data science?

Through online courses, you can learn the fundamentals of Python and its applications in the field of data science. Some courses show you how to write code in Python, and others explore how to use the language Python to mine data faster and create data visualizations. Lessons may cover topics like Python Extension Libraries, data manipulation in Python, and model development.

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Explore the Python for Data Science Course Catalog

Google Cloud
Using Ruby on Rails with Cloud SQL for PostgreSQL on Cloud Run
Skills you'll gain: Google Cloud Platform, Cloud Applications, Ruby on Rails, Application Deployment, PostgreSQL, CI/CD, Object-Relational Mapping, Cloud Storage, Database Application, Key Management, Relational Databases
Intermediate · Project · Less Than 2 Hours
Status: Free
Coursera Instructor Network
Achieving Supplier Diversity
Skills you'll gain: Diversity Programs, Compliance Management, Supplier Management, Strategic Sourcing, Diversity and Inclusion, Procurement, Community Development, Relationship Building, Innovation, Economic Development
5
Rating, 5 out of 5 stars
8 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Delivering Value and Managing Stakeholders in Agile
Skills you'll gain: Agile Project Management, Project Risk Management, Risk Management, Agile Methodology, User Story, Stakeholder Management, Stakeholder Engagement, Continuous Improvement Process, Leadership, Process Improvement, Earned Value Management, Communication, Prioritization
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Creating a Data Transformation Pipeline with Cloud Dataprep
Skills you'll gain: Data Manipulation, Data Pipelines, Data Transformation, Data Quality, Data Cleansing, Data Integration, Data Import/Export, Exploratory Data Analysis, Big Data, Google Cloud Platform
Intermediate · Project · Less Than 2 Hours
Status: New
Arm
Introduction to AI
Skills you'll gain: Artificial Intelligence, Machine Learning, Artificial Neural Networks, Deep Learning, Supervised Learning, Data Ethics
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Random Processes
Skills you'll gain: Probability & Statistics, Probability Distribution, Simulations, Statistical Modeling, Estimation, Correlation Analysis, Engineering Analysis, Statistical Analysis, Reliability, Applied Mathematics, Engineering, Spatial Analysis
Mixed · Course · 1 - 4 Weeks
Status: Free
DeepLearning.AI
Evaluating and Debugging Generative AI
Skills you'll gain: MLOps (Machine Learning Operations), Jupyter, Generative AI, Applied Machine Learning, Software Versioning, DevOps, System Monitoring, Data Management, Continuous Monitoring
Intermediate · Project · Less Than 2 Hours
Status: New
EDUCBA
ITIL V4 Explanation of Service Value System & its Components
Skills you'll gain: Information Technology Infrastructure Library, IT Service Management, Service Management, Continuous Improvement Process, Service Improvement, Agile Methodology, Governance, IT Management, Innovation, Customer Service, Process Improvement and Optimization, Automation, Value Propositions
5
Rating, 5 out of 5 stars
10 reviews
Intermediate · Course · 1 - 4 Weeks
IBM
SMP/E for z/OS Workshop
Skills you'll gain: Package and Software Management, Patch Management, Software Configuration Management, Software Installation, File Transfer Protocol (FTP), System Configuration, Problem Management, Change Control, Dependency Analysis
Intermediate · Course · 1 - 3 Months
Status: Free
Coursera Project Network
Crea una propuesta de negocio con Visme
Skills you'll gain: Sales Presentations, Proposal Writing, Business Writing, Price Negotiation, Presentations, Company, Product, and Service Knowledge, Content Creation, Marketing Design
Beginner · Guided Project · Less Than 2 Hours
University of Illinois Urbana-Champaign
مبادئ الإعلام والتسويق الرقمي
Skills you'll gain: Media and Communications, Social Media Marketing, Digital Marketing, Social Media, Marketing Communications, Digital Communications, Marketing Channel, Electronic Media, Customer Engagement, Media Strategy, Marketing, Advertising, Integrated Marketing Communications, User Feedback, Marketing Strategies, Target Audience, Consumer Behaviour, Search Engine Marketing, Mobile Banking, Multimedia
Mixed · Course · 1 - 4 Weeks
Google Cloud
Machine Learning Operations (MLOps): Getting Started - Français
Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Application Lifecycle Management, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Automation, Cloud Solutions, Machine Learning, Continuous Delivery, Continuous Integration, Data Processing
Intermediate · Course · 1 - 4 Weeks