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Programming courses

Programming is a highly versatile skill, enabling you to dictate instructions to computer programs. DataCamp combines short video with extensive hands-on coding exercises, enabling anyone to master programming at speed.

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Recommended for Programming beginners

Build your Programming skills with interactive courses curated by real-world experts

Courses

Introduction to Python for Developers

พื้นฐานระดับทักษะ
4.8+
10,076 reviews
3 hours
Master the fundamentals of programming in Python. No prior knowledge required!

Tracks

นักพัฒนา Python

4.3+
14 reviews
28 hours
ตั้งแต่การทดสอบโค้ดและการใช้งานระบบควบคุมเวอร์ชัน ไปจนถึงการเว็บสแครปปิงและการพัฒนาแพ็กเกจ ก้าวต่อไปในเส้นทางนักพัฒนา Python ของคุณ!

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เรียกดูหลักสูตรและแทร็กของ Programming

Courses

Introduction to Kubernetes

ระดับกลางระดับทักษะ
4.8+
1,395 reviews
3 hours
In this course, you will learn the fundamentals of Kubernetes and deploy and orchestrate containers using Manifests and kubectl instructions.

Courses

Intermediate GitHub Concepts

ระดับกลางระดับทักษะ
4.7+
1,800 reviews
3 hours
Level up your GitHub skills with our intermediate course on GitHub Projects, Administration, and advanced security features.

Courses

Advanced Git

ขั้นสูงระดับทักษะ
4.7+
927 reviews
3 hours
Master Git’s advanced features to streamline data science and engineering workflows, from complex merging to large-scale project optimization.

Courses

Introduction to Object-Oriented Programming in Java

ระดับกลางระดับทักษะ
4.8+
958 reviews
4 hours
Learn key object-oriented programming concepts, from basic classes and objects to advanced topics like inheritance and polymorphism.

Courses

Intermediate Java

พื้นฐานระดับทักษะ
4.8+
946 reviews
4 hours
Learn to write cleaner, smarter Java code with methods, control flow, and loops.

Courses

Introduction to Testing in Python

ขั้นสูงระดับทักษะ
4.7+
1,191 reviews
4 hours
Master Python testing: Learn methods, create checks, and ensure error-free code with pytest and unittest.

Courses

DevOps Concepts

พื้นฐานระดับทักษะ
4.8+
795 reviews
4 hours
In this Introduction to DevOps, you’ll master the DevOps basics and learn the key concepts, tools, and techniques to improve productivity.

Courses

Regular Expressions in Python

พื้นฐานระดับทักษะ
4.7+
178 reviews
4 hours
Learn about string manipulation and become a master at using regular expressions.

Courses

Introduction to Writing Functions in R

พื้นฐานระดับทักษะ
4.7+
605 reviews
4 hours
Take your R skills up a notch by learning to write efficient, reusable functions.

Courses

Writing Efficient R Code

ระดับกลางระดับทักษะ
4.7+
130 reviews
4 hours
Learn to write faster R code, discover benchmarking and profiling, and unlock the secrets of parallel programming.

Courses

Intermediate Docker

ระดับกลางระดับทักษะ
4.7+
748 reviews
4 hours
Master multi-stage builds, Docker networking tools, and Docker Compose for optimal containerized applications!

Courses

Introduction to Bash Scripting

ระดับกลางระดับทักษะ
4.8+
425 reviews
4 hours
Bash scripting allows you to build analytics pipelines in the cloud and work with data stored across multiple files.

Courses

Developing Python Packages

ระดับกลางระดับทักษะ
4.7+
872 reviews
4 hours
Learn to create your own Python packages to make your code easier to use and share with others.

Courses

Intermediate SQL Server

ระดับกลางระดับทักษะ
4.8+
216 reviews
4 hours
In this course, you will use T-SQL, the flavor of SQL used in Microsofts SQL Server for data analysis.

Courses

Data Types and Exceptions in Java

ระดับกลางระดับทักษะ
4.8+
472 reviews
4 hours
Learn to work with Plain Old Java Objects, master the Collections Framework, and handle exceptions like a pro, with logging to back it all up!

Courses

Input/Output and Streams in Java

ระดับกลางระดับทักษะ
4.8+
322 reviews
4 hours
Advance your Java skills by learning to handle files, process data, and build clean, reusable code using real-world techniques.

Courses

Building Web Applications with Shiny in R

ระดับกลางระดับทักษะ
4.7+
211 reviews
4 hours
Shiny is an R package that makes it easy to build interactive web apps directly in R, allowing your team to explore your data as dashboards or visualizations.

Courses

Introduction to Optimization in Python

ระดับกลางระดับทักษะ
4.7+
180 reviews
4 hours
Learn to solve real-world optimization problems using Pythons SciPy and PuLP, covering everything from basic to constrained and complex optimization.

Courses

Improving Query Performance in SQL Server

ระดับกลางระดับทักษะ
4.8+
379 reviews
4 hours
In this course, students will learn to write queries that are both efficient and easy to read and understand.

Courses

String Manipulation with stringr in R

ระดับกลางระดับทักษะ
4.7+
47 reviews
4 hours
Learn how to pull character strings apart, put them back together and use the stringr package.

Courses

Introduction to Julia

พื้นฐานระดับทักษะ
4.8+
120 reviews
4 hours
Julia is a new programming language designed to be the ideal language for scientific computing, machine learning, and data mining.

Courses

Improving Query Performance in PostgreSQL

ระดับกลางระดับทักษะ
4.8+
387 reviews
4 hours
Learn how to structure your PostgreSQL queries to run in a fraction of the time.

Courses

Working with Dates and Times in R

ระดับกลางระดับทักษะ
4.8+
87 reviews
4 hours
Learn the essentials of parsing, manipulating and computing with dates and times in R.

Courses

Optimizing Code in Java

ขั้นสูงระดับทักษะ
4.8+
136 reviews
3 hours
Learn key techniques to optimize Java performance, from algorithm efficiency to JVM tuning and multithreading.

Courses

Transactions and Error Handling in SQL Server

ระดับกลางระดับทักษะ
4.8+
249 reviews
4 hours
Learn to write scripts that will catch and handle errors and control for multiple operations happening at once.

แหล่งข้อมูลที่เกี่ยวข้องบน Programming

blogs

Introduction to Programming Paradigms

Explore the core concepts of major programming paradigms with Python examples, including object-oriented, functional, procedural, and declarative paradigms.
Samuel Shaibu's photo

Samuel Shaibu

12 นาที

blogs

Will AI Replace Programming?

Will programmers disappear, or will their roles just be disrupted by the adoption of next-generation AI tools?
Javier Canales Luna's photo

Javier Canales Luna

8 นาที

Tutorials

Functional Programming vs Object-Oriented Programming in Data Analysis

Explore two of the most commonly used programming paradigms in data science: object-oriented programming and functional programming.
Amberle McKee's photo

Amberle McKee

15 นาที


Ready to apply your skills?

Projects allow you to apply your knowledge to a wide range of datasets to solve real-world problems in your browser

Frequently asked questions

What is programming?

Programming refers to a technological process for telling a computer which tasks to perform in order to solve problems. 

Programming is a collaboration between humans and computers in which humans create instructions for a computer to follow (code) in a language computers can understand.

Which Programming course is the best for absolute beginners?

Depending on which language you want to learn, anyone can take all introductory courses on DataCamp—no experience is required.

Python is the world’s most popular programming language and a great place to start for any aspiring data professional.

However, R, SQL, and Julia are other great leanguages you can start learning today.

Introduction to Python—universally used, simple to read, and accessible to learn

Introduction to R—powerful and  favored in specialized areas like statistical analysis and data visualization

Introduction to SQL—most popular for database management

Introduction to Julia—new and fast, ideal for scientific computing, machine learning, and data mining.

You can start coding today with interactive exercises.

How will programming help my career?

Knowing how to code makes you more adaptable, and a better problem solver, and gives you an in-demand, high-earning skill. 

Coders or computer programmers have the flexibility to choose the career path they want.

And, you don’t need a school or university, you can learn programming quickly online through platforms like DataCamp.

Starting from scratch? In 90 hours of study, you can go from zero to job-ready with our Associate Data Scientist in Python Career Track.

Do I need any prior experience to take a Programming course?

No, anyone can start programming instantly on DataCamp. 

Choose your language, and start from scratch at your own pace with interactive, expert-led exercises.

Which programming language should I learn?

Python is the world’s most popular programming language and a great place to start for any aspiring data professional. 

R is widely used in academic circles, especially for those focused on specialized areas like statistical analysis, data visualization, and research.  

SQL is the world’s most popular database management language. It is used extensively for data retrieval, insertion, updating, and deleting. This makes it a fundamental tool for data analysis, database management, and in various applications where data storage and query are essential.

Julia is a new and exciting programming language designed from its foundations to be the ideal language for scientific computing, machine learning, and data mining.

How long does it take to learn programming?

Each introductory course on DataCamp is between three to five hours, and requires no previous experience.

In other words, you can quite quickly develop foundational skills and start coding.

Career tracks, such as Associate Data Scientist in Python, involve multiple courses and projects, taking 90+ hours.

This is similar across other programming languages. 

There is no one-size-fits-all approach, and even advanced or professional programmers continue to develop their skills.

However, if you dedicate a few weeks of part-time study, you can master the basics and prepare for more advanced programming.

Is it easy to learn programming?

Anyone can learn to code if you dedicate time. 

DataCamp’s interactive approach means you don’t take on too much too soon, and you start applying your skills from day one, preparing you for real-world applications.

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