Python programming is the use of a high-level, interpreted scripting language that emphasizes readability and reduces the complexity of traditional programming languages like C++, Java, or C#. Career paths in Python programming are diverse, encompassing roles such as Python Developer, Data Scientist, Data Analyst, Automation Tester, AI Engineer, and Web Developer. Learning Python enables you to solve complex problems more quickly and integrate systems more effectively due to Python's simplicity, versatility, and robust framework support.
Top In-Person & Virtual Python Programming Classes
Python Programming Courses at Noble Desktop
Noble Desktop is a leading design and coding school in New York City. Founded in 1990, Noble Desktop offers hands-on classes and certificate programs in web design & development, graphic design, motion graphics, data science, UX, and digital marketing. Emphasizing a practical, hands-on learning approach, it provides students with the necessary skills to jumpstart their careers in the dynamic fields of digital design, programming, data science, and online marketing, among others. Noble Desktop offers career-support services for students and all of its classes are available in person or through live online instruction.
Python Data Science & Machine Learning Certificate
- Price: $3,495
- Duration: hours
- Locations: NYC, Live Online
The Python Data Science & Machine Learning Certificate course at Noble Desktop is designed to provide students with comprehensive knowledge on how to use Python for data analysis, machine learning, and AI. The course delves into various topics, including data science libraries such as NumPy, Pandas, and Sci-kit Learn, as well as data visualization with Matplotlib and interactive dashboards with Plotly and Dash.
Python for Data Science Bootcamp
- Price: $1,495
- Duration: 30 hours
- Locations: NYC, Live Online
In the Python for Data Science Bootcamp at Noble Desktop, students receive practical, hands-on training in data science and machine learning. Students learn how to master essential libraries like Pandas and Scikit-learn, manipulate data frames, create visual representations with Matplotlib, and fully understand the power and versatility of Python's functionality.
Python Programming Bootcamp
- Price: $1,495
- Duration: 30 hours
- Locations: NYC, Live Online
The Python Programming Bootcamp at Noble Desktop is an intensive course designed to thoroughly immerse students in Python, one of the most sought-after programming languages in the tech industry. Not only will students learn the basics of writing and running Python scripts. They also delve into more advanced topics such as file operations, regular expressions, working with binary data, and leveraging the extensive functionality of Python libraries.
Python for Finance Bootcamp
- Price: $1,295
- Duration: 18 hours
- Locations: NYC, Live Online
The Python for Finance Bootcamp at Noble Desktop provides practical, hands-on training on utilizing Python for financial analysis, machine learning, and algorithmic trading, among other finance-based applications. Students gain proficiency in widespread industry tools like Python, NumPy, and Pandas, which are integral to data cleansing, manipulation, and analysis in the finance sector.
Algorithmic Trading with Python
- Price: $895
- Duration: 12 hours
- Locations: NYC, Live Online
The Algorithmic Trading with Python course at Noble Desktop equips students with the skills to create, test, and implement trading algorithms using Python's data analysis libraries and financial data from the web. Across 30 hours of instruction, students delve into concepts like analyzing SMA crossover, ADF tests, and Mean Reversion Strategy. The class culminates in the creation of a real-world project to showcase their newfound knowledge and skills.
Python Programming Courses at General Assembly
General Assembly is a global learning community fostering proficiency in today’s most in-demand skills—from coding, data science, and UX design, to digital marketing, product management, and more. Classes are delivered using a uniquely immersive and non-traditional format. Through robust training resources and expert instruction, General Assembly equips students to embrace the future of work, whether they are looking to reskill, upskill, or kick-start a new career.
Python Course
- Price: $4,500
- Duration: 60 hours
- Locations: Several (see school website)
The Python Programming course at General Assembly provides students with comprehensive knowledge of Python, one of the world's most popular languages, through a hands-on approach. The curriculum covers core topics such as data types, functions, classes, and error handling, equipping students with practical skills that are immediately applicable in various fields like data analysis, web development, automation, and artificial intelligence.
Python Programming Courses at ONLC Training Centers
ONLC Training Centers provide a comprehensive array of professional and technical training courses spanning numerous fields. Students benefit from diverse learning opportunities, including in-demand courses in Microsoft Office, Adobe Creative Cloud, programming languages like Python and Java, cybersecurity, project management, and business analysis.
Python Programming - Basics for Non-Programmers
- Price: $1,595
- Duration: 3 days
- Locations: Several (see school website)
The Python Programming - Basics for Non-Programmers course at ONLC Training Centers is designed to introduce novices to the world of programming through Python. In this course, students learn about variables, data types, functions, control flow, and Python syntax.
Advanced Python 3 Programming
- Price: $995
- Duration: 2 days
- Locations: Several (see school website)
The Advanced Python 3 Programming class at ONLC Training Centers sharpens a student's proficiency in Python, diving into intensive topics such as advanced syntax, data collection, object-oriented programming, and more. The course also equips learners with the aptitude to handle various complex Python tasks and errors, construct reusable Python functions, and manage database-driven applications proficiently.
Python Programming Courses at NYC Data Science Academy
NYC Data Science Academy is a premier educational institution where students immerse themselves in a comprehensive curriculum designed specifically for data science. It offers a robust learning environment where budding Data Scientists garner in-depth comprehension of various aspects of data science. Students can explore topics ranging from intricate programming languages like Python and R to complex data structures, allowing them to adeptly manipulate, analyze, and interpret massive data sets.
Introductory Python
- Price: $1,590
- Duration: 4 weeks
- Locations: Several (see school website)
The Introductory Python course at NYC Data Science Academy introduces beginners to key Python basics like arithmetic operations, strings, and if statements. The class also explores more complex topics like functions, loops, classes, and working with packages for data analysis and visualization.
Data Science with Python: Data Analysis and Visualization
- Price: $1,590
- Duration: 5 weeks
- Locations: Several (see school website)
The Data Science with Python: Data Analysis and Visualization class explores Python’s capacities in data science, concentrating on data analysis and visualization. Acquiring proficiency in several essential libraries such as NumPy, pandas, Matplotlib, Seaborn, and several others, students will learn to manipulate and visualize data sets using Python, providing them with broader abilities in their data science endeavors.
Data Science with Python: Machine Learning
- Price: $1,990
- Duration: 5 weeks
- Locations: Several (see school website)
The Data Science with Python: Machine Learning course at NYC Data Science Academy offers rigorous and comprehensive training in various aspects of machine learning. Students gain hands-on experience in key techniques such as regression, classification, clustering algorithms, natural language processing, and dimensionality reduction, equipping them with the skills necessary to solve a wide range of complex data science problems.
Python Programming Courses at Brainstation
BrainStation is a cutting-edge, global tech school renowned for its immersive and comprehensive programs. Students at BrainStation can gain powerhouse knowledge in fields such as data science, digital marketing, product management, and web development, with curricula designed to cultivate critical 21st-century digital skills.
Python Programming Certificate
- Price: $2,950
- Duration: 15 hours
- Locations: Several (see school website)
Brainstation's Python Programming Certificate course equips students with robust programming skills using Python. Topics covered include Python's ecosystem, syntax and data structures, and how to use Python for web scraping, data manipulation and analysis, visualization, and building predictive models with machine learning algorithms.
Machine Learning Certificate
- Price: $3,950
- Duration: 30 hours
- Locations: Several (see school website)
Brainstation's Machine Learning course equips students with the skills necessary to apply machine learning techniques and leverage algorithms to solve real-world problems. The course covers topics such as natural language processing, predictive models, machine learning algorithms, big data, and advanced machine learning strategies.
Python Programming Courses at Certstaffix Training
Certstaffix Training is a leading provider of computer and IT training courses that allow students to augment their knowledge and skills in various technological areas. Their extensive range of subjects includes Python, SQL, Excel, Adobe Suite and many others. Courses are delivered by expert instructors in a live, interactive online environment, giving students a hands-on learning experience.
Introduction to Python Programming
- Price: $2,700
- Duration: 4 days
- Locations: Several (see school website)
The Introduction to Python Programming course at Certstaffix Training teaches students to write, debug, and understand Python code. They also grow to understand data types, control flow, functions, error handling, and modules.
Advanced Python Programming
- Price: $2,025
- Duration: 2 days
- Locations: Several (see school website)
The Advanced Python Programming course at Certstaffix Training provides an in-depth understanding of programming with Python, enhancing individuals' skill set through topics such as modules, regular expressions, networked programs, and databases. Students also grasp the application of Python in data analysis and CSV file processing, equipping them with the potential to automate workflows and improve efficiency in their respective professions.
Python Programming Courses at Byte Academy
Byte Academy offers comprehensive tech education with real-world applicability, specializing in areas like data science, fintech, and software development. Byte Academy fosters a collaborative and immersive learning environment, allowing students to gain practical experience through projects and challenges using leading-edge technologies and methodologies.
Python Bootcamp
- Price: $14,950
- Duration: 14 weeks
- Locations: Several (see school website)
The Python Bootcamp at Byte Academy presents a comprehensive 14-week program focusing on the Python programming language and its applications in software development and data science. Students will learn core programming concepts, application building, web development using Flask, SQL databases, JavaScript, HTML/CSS, and the basics of machine learning, equipping them with the skills needed to establish a robust career in the tech industry.
Python Programming Courses at The Tech Academy
The Tech Academy is a leader in technology education that equips students with comprehensive, real-world knowledge. Offering courses in various fields such as software development, data science, UI/UX design, and cybersecurity, it assists students in gaining the practical experience and skills that the tech industry demands.
Python Developer Bootcamp Full-Time
- Price: $13,300
- Duration: 15 weeks
- Locations: Several (see school website)
The full-time Python Developer Bootcamp at The Tech Academy provides students with a comprehensive understanding of Python. Throughout the course, students delve into numerous essential topics, such as data analysis, data structures, algorithms, object-oriented programming, and backend web development.
Python Developer Bootcamp Part-Time
- Price: $9,800
- Duration: 28 weeks
- Locations: Several (see school website)
The part-time Python Developer Bootcamp at The Tech Academy is a comprehensive course covering digital coding basics, such as HTML, CSS, JavaScript, and sequence/code blocks before delving into advanced Python-specific topics like Django, Flask, and RESTful API's. Geared towards accommodating the schedules of working professionals, the course gives students the flexibility to learn at their own pace, while also having opportunities for hands-on projects and gaining real-world application experience.
Python Programming Courses at NextGen Bootcamp
NextGen Bootcamp, a highly regarded tech education school, provides a robust and practical learning experience for high school students keen on acquiring tech-based skills. With courses spanning coding, software development, data science, and more, NextGen Bootcamp crafts an engaging and comprehensive learning environment where students hone their skills under the tutorship of seasoned professionals. NextGen courses enable students to spend their summer learning valuable skills that will assist them in their college computer science and design courses or in their professional lives.
Python Data Science & Machine Learning Summer Program
- Price: $2,495
- Duration: 50 hours
- Locations: NYC, Live Online
The Python Data Science & Machine Learning Summer Program at NextGen Bootcamp delves into the essential topics of data science, including core Python concepts, data manipulation with Pandas, basic statistics, and machine learning models. Students also complete hands-on projects using real-world data sets, allowing them to explore predictive analytics, decision-making tools, and AI firsthand while gaining tangible skills in Python for professional or academic advancement.
Python Data Science & Machine Learning Summer Program Online
- Price: $1,999
- Duration: 45 hours
- Locations: Live Online
The Python Data Science & Machine Learning Summer Program at NextGen Bootcamp is an intensive online course that introduces high schoolers to the world of programming, statistics, and data science using Python language. Learners acquire hands-on experience in machine learning and data visualization through projects while gaining a strong understanding of fundamental data science and programming concepts, such as loops, functions, lists, and dictionaries.
Python Programming Courses at AcademyX
AcademyX offers a broad spectrum of comprehensive training programs focusing on software, graphic design, web development, digital marketing, and more. Students enjoy highly interactive, practical, and in-depth teaching sessions that instill in them the necessary skills and tools needed to drive operational efficiency and excel in today's technology-driven industries.
Python Training
- Price: $1,800
- Duration: 18 hours
- Locations: Several (see school website)
The Python Training at AcademyX offers an interactive, hands-on introduction to this versatile language, guiding students through its syntax and essential functions as they develop problem-solving and debugging skills. The curriculum is carefully crafted to cover data types, control flow, loop structures, functions, error handling, and a deep dive into Python libraries.
Python Programming Courses at UCLA Extension
UCLA Extension is an esteemed program dedicated to professional development and personal growth within the University of California, Los Angeles community. Offering a wide array of dynamic courses from business, arts, and engineering to public health, it encourages students to enrich their professional knowledge, explore new interests, and stay ahead of emerging trends in their respective fields.
Python Programming I
- Price: $1,095
- Duration: 7 weeks
- Locations: Several (see school website)
The Python Programming I class guides students through the foundational elements of Python including variables, data types, conditionals, loops, and functions. Students gain valuable skills such as data manipulation and problem-solving aptitude, which are highly sought after in industries spanning from finance to healthcare, and more.
Python Programming Courses at The Academy
The Academy is a comprehensive educational institution dedicated to providing top-notch learning experiences in various fields of study. Students can explore a wide range of topics, from tech-driven subjects like coding and web development to traditional disciplines such as humanities and social sciences, all delivered by industry professionals with a keen focus on applied learning and skill development.
Python for Data Science: Panda, NumPy and Matplotlib
- Price: $995
- Duration: 2 days
- Locations: Miami
In the Python for Data Science: Panda, NumPy and Matplotlib course at The Academy, students delve into Python programming, specifically focusing on core libraries for data analysis: Pandas, NumPy, and Matplotlib. The course meticulously covers important operations in data wrangling, pre-processing, and visualizing, enabling students to comfortably handle real-world data science tasks.
Python Programming – Basics for Non-Programming
- Price: $1,195
- Duration: 3 days
- Locations: Miami
In the Python Programming – Basics for Non-Programming course, students are introduced to Python programming principles. The course focuses on foundational knowledge, such as understanding operators, variables, and data types. It also covers control structures, functions, exception handling, file reading and writing, and more to empower students with the ability to develop Python applications.
Advanced Python 3 Programming
- Price: $995
- Duration: 2 days
- Locations: Miami
In the Advanced Python 3 Programming course, students dive deeper into the functionalities of Python, discovering powerful tools like metaclasses, async and await keywords, and decorators for classes and static methods. Beyond this, students will grasp how to extend Python through C and C++, optimize their code, and produce effective APIs, equipping them with an advanced understanding of this diverse programming language.
Python For Data Science: Jupyter Notebooks
- Price: $495
- Duration: 1 day
- Locations: Miami
The Python for Data Science: Jupyter Notebooks class provides students with the essential skills of utilizing Python for data science, manipulation, and visualization using the versatile platform of Jupyter Notebooks. Delving into areas like statistical operations, image processing, machine learning algorithms, and Time Series analysis, this class prepares participants for managing and analyzing big data effectively.
Introduction to Python 3
- Price: $1,495
- Duration: 3 days
- Locations: Miami
The Introduction to Python 3 course at The Academy provides students with an in-depth knowledge of the powerful, flexible, and simple language of Python 3. This class covers topics like basic and advanced data types, functions, control flow, and exception handling. Students will also grasp the essentials of Python's object-oriented features, paving the way for successful application development, data analysis, and task automation.
Python Programming Courses at Georgetown School of Continuing Studies
Housed in the heart of Washington D.C., the Georgetown School of Continuing Studies offers a vibrant learning community where students can scale new heights in their respective careers. Students can pursue a wide array of programs that range from professional certificates, bachelor's and master's degrees, to more custom offerings in numerous fields such as leadership, real estate, technology, and business. These classes empower students to keep pace with the ever-changing world and meet the evolving demands of their industries.
Python Basics for Data Analysis
- Price: $495
- Duration: 12 hours
- Locations: Several (see school website)
The Python Basics for Data Analysis class teaches students the essential skills needed to conduct robust and insightful data analyses. Students learn to use Python programming language for data manipulation and exploration, and they gain knowledge on how to apply various statistical techniques and visualization methods to create meaningful data narratives.
Python Programming Courses at Interface Technical Training
Interface Technical Training provides an exceptional learning environment for students looking to enhance their technology skills. Students can master skills in cybersecurity, data science, cloud computing, and programming. Classes are delivered by industry experts who foster a hands-on, personalized learning experience.
Practical Introduction to Python Development
- Price: $3,195
- Duration: 5 days
- Locations: Several (see school website)
The Practical Introduction to Python Development class at Interface Technical Training offers learners an introductory guide to Python programming, including an understanding of how to create Python apps, implement Object Oriented Programming (OOP), work with databases, and manage exception handling. The course caters to beginners, seasoned developers, and those transitioning from other programming languages, helping them utilize Python to build web and database applications in a professional setting.
Python Programming Courses at MAX Technical Training
MAX Technical Training is a professional institute that offers a dynamic learning environment, empowering students to acquire highly technical skills in the areas of coding, software development, data science, and project management. It prides itself on its industry-focused curriculum and experienced teachers, providing students with not just the in-depth knowledge but also the practical insights necessary to successfully navigate the ever-evolving tech landscape.
Python Basics
- Price: $2,395
- Duration: 5 days
- Locations: Several (see school website)
MAX Technical Training's Python Basics course covers fundamental Python programming skills. Participants learn core concepts such as Python syntax, data structures, exception handling, working with files and databases, and the basics of Python's object-oriented programming.
Python Programming Courses at UWM School of Continuing Education
The University of Wisconsin-Milwaukee's School of Continuing Education offers a variety of programs aimed at enhancing lifelong learning pursuits. It provides courses in diverse areas such as business, healthcare, art, technology, and education, ensuring it caters to a wide range of professional and personal interests.
Python – Introduction
- Price: $895
- Duration: 2 days
- Locations: Several (see school website)
The Python - Introduction course provides students with a comprehensive overview of Python. The course covers key concepts such as data types, control flow, function usage, file processing, and exception handling, ensuring students are proficient in coding, problem-solving, and data manipulation with Python.
Python Programming Courses at Sydney Community College
Sydney Community College is a premier institute for adult education, offering a comprehensive range of short courses in the arts, humanities, and sciences. It provides a vibrant learning community where individuals can enhance their knowledge and skills, from languages, visual arts, and creative writing to finance, business courses, and health and fitness programs.
Python for Beginners
- Price: $499
- Duration: 18 hours
- Locations: Several (see school website)
Sydney Community College's Python for Beginners course provides students with the basic programming skills required to execute programming tasks, focusing on decision structures, repetition, data structures, functions, modules, and file input/output operations. It also offers an introduction to more advanced Python, enhancing students' problem-solving skills and readiness for future programming endeavors.
Python Programming Courses at University of Sydney Centre for Continuing Education
The University of Sydney Centre for Continuing Education offers a myriad of learning opportunities for anyone looking to build their skills or widen their knowledge. With an exceptional range of courses from languages, arts, business, lifestyle and more, students get a chance to delve into new interests, upgrade their professional skills or even kick-start a new career path.
Python Programming 1A: An Introduction
- Price: $420
- Duration: 8 hours
- Locations: Several (see school website)
Python Programming 1A: An Introduction is a beginner-friendly class that teaches students the fundamentals of Python. Covering core topics such as data types, control structures, functions, and exception handling, this class lays the groundwork for students to write efficient, maintainable code and solve real-world computing problems.
Python Programming 1B: Data Analytics
- Price: $420
- Duration: 8 hours
- Locations: Several (see school website)
The Python Programming 1B: Data Analytics course is an intermediate-level program designed to equip learners with the essential skills needed to use Python for data analysis and visualization. The course specifically covers data manipulation with Pandas, data visualization using Matplotlib and Seaborn, and essential statistical analysis methods, preparing students for practical applications in various sectors and fields.
Python Programming Courses at The University of New Mexico Division of Continuing Education
The University of New Mexico Division of Continuing Education allows students to pursue advancement in their careers by offering a variety of lifelong learning programs. Whether seeking to learn a new skill, enhance existing knowledge, or earn professional recertification, learners can choose from courses in topics such as business, technology, health, and the arts.
Introduction to Python for Data Science
- Price: $999
- Duration: 30 hours
- Locations: Several (see school website)
The Introduction to Python for Data Science course equips students with basic knowledge of Python, one of the most popular programming languages for data science. Throughout the course, students learn how to use Python to implement programs, manipulate data, and carry out complex data analyses.
Python Programming Courses at Clarusway
At Clarusway, students can gain skills in topics ranging from cloud technologies to cybersecurity and data science. With a flexible, full-stack education model that combines advanced technical training with a collaborative environment, Clarusway empowers students to acquire job-ready skills, bringing them closer to their ambitions in the thriving digital sector.
Machine Learning
- Price: $7,500
- Duration: 3 months
- Locations: Live Online
The Machine Learning course offers students an opportunity to master various machine learning techniques, such as regression, clustering, and reinforcement learning. By the end of the course, students are able to interpret, understand, and leverage various machine learning algorithms, APIs, and data sets. They also gain the practical skills needed to craft complex learning algorithms and predictive models.
Python Programming Courses at iD Tech
iD Tech is a premier platform that provides immersive, tech-oriented summer programs where students can explore and learn across various tech fields. By offering flexible learning paths in areas such as coding, game development, robotics, and design, it opens up vast possibilities for students, allowing them to unlock their creative potential while mastering cutting-edge technologies in an engaging, collaborative environment.
Intro to Python Coding for Machine Learning
- Price: $1,099
- Duration: 1 week
- Locations: Several (see school website)
The Intro to Python Coding for Machine Learning class offered by iD Tech covers fundamental Python programming skills which include inputs, outputs, variables, loops, and conditionals. Students also learn how these Python basics can be applied to machine learning and engage in project-based learning to create algorithms and systems able to learn and make decisions.
Key Information about Learning Python Programming
While learning Python programming, students typically delve into a variety of topics that include variable types, data structures, conditional statements, functions, and object-oriented programming. Python programming is quite accessible for beginners because of its straightforward syntax, although the level of difficulty can vary depending on an individual's familiarity with programming concepts. The timeline for learning Python programming varies depending on the amount of time dedicated to learning each week, an individual’s previous experience with programming, and the complexity of the concepts under study.
Prior to learning Python programming, it helps to have fundamental computer literacy, a basic understanding of programming concepts, and proficiency in mathematics. To learn Python, you will need to download and install an Integrated Development Environment (IDE) like PyCharm or a text editor like Sublime Text, along with the Python software from the Python official website, which guides the user through the installation process.
Career Paths & Job Outlook for Python Programming
Various roles in data science, machine learning, web development, automation testing, cyber security and game development leverage Python’s simplicity and powerful libraries, making it an indispensable tool in their technology stack. According to statistics, Python is currently used by 47% of all developers, indicating a strong growth in demand for Python programmers. The Bureau of Labor Statistics predicts a 25% growth in software development roles, including Python programmers from 2021 to 2031. Entry-level Python programming positions offer an average salary range of $64,400 to $89,300, according to ZipRecruiter. According to Payscale, experienced Python programmers can earn up to $169,680 per year.
What Can You Do With Python Programming?
Python is an incredibly versatile language, allowing for the creation of a diverse range of outputs. Developers can create web applications using Python frameworks like Flask and Django. These frameworks promote rapid development and pragmatic design resulting in user-friendly, robust sites such as Instagram and Mozilla.
Data analysis is another area where Python excels, thanks to libraries like Pandas and NumPy. These tools allow for complex data manipulation, offering users functionalities such as creating data frames, performing statistical analysis, and handling large data sets efficiently.
With Python, a Data Scientist can analyze and visualize data, providing insights for decision making. Python programming also facilitates the development of machine learning models. Libraries like Scikit-learn and TensorFlow allow developers to build algorithms that can predict patterns and trends. As a result, Python has become a mainstay in fields requiring predictive analytics, such as finance, healthcare, and market prediction.
Additionally, developers can use Python in robotics and IoT. Libraries such as RPi.GPIO and smbus2 enable interaction with Raspberry Pi, a single-board computer perfect for building smart devices. Python's readability and simplicity make it an ideal language to program robots and build IoT solutions. Furthermore, Python’s Pygame library enables developers to create 2D video games. Pygame handles graphics, sound, user input and other game mechanics, making the game development process easier. Many professional software applications, such as Autodesk, use Python for scripting.
Top Python Programming Tools For Beginners
- Python's Standard Library: Python's Standard Library is a set of modules that provide functionalities like file I/O operation, system calls, and even interfaces for web services. The Standard Library can be used to solve various utility problems.
- Jupyter Notebook: Jupyter Notebook is an open-source, web-based interactive development environment that allows you to create and share documents that contain live code, equations, visualizations, and narrative text.
- PyCharm: PyCharm is a popular IDE for Python from JetBrains. It helps you to analyze code on the fly, offers suggestions for corrections, and gives tips to improve your understanding of Python.
- Anaconda: It is a free, easy-to-install package manager, environment manager, and distribution of Python and R programming languages. It is widely used in scientific computing, data science, machine learning, etc.
- Pandas: Pandas is a library offering data manipulation and data analysis tools. You can design robust data structures and perform functions like reshaping, pivoting, grouping, merging, and more with the help of Pandas.
- Matplotlib: Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. It can create line plots, bar charts, scatter plots, histograms, and other types of graphs.
- Seaborn: Seaborn is a Python visualization library based on Matplotlib. It provides a high-level interface for drawing attractive and informative statistical graphics.
- NumPy: NumPy provides functionalities to manipulate large, multi-dimensional arrays, which are extensively used in scientific computing. SciPy is built on NumPy, serving to provide many user-friendly and efficient routines like routines for numerical integration, interpolation, optimization, linear algebra, and statistics.
- Scikit-learn: Scikit-learn provides simple, efficient tools for predictive data analysis. It is built on NumPy, SciPy, and Matplotlib, making it an excellent tool to dive into machine learning.
- TensorFlow, Keras, and PyTorch: These are open-source machine learning libraries for research and production. They provide flexible platforms for building and deploying machine learning applications.
- Django and Flask: These are web frameworks for Python. Django follows a model-template-view architectural pattern, while Flask is a micro web framework that does not require particular tools or libraries, making it simpler and more flexible.
Python Programming Comparison to Other Tools & Fields
Python programming is closely related to a number of other programming languages and computing fields. For instance, JavaScript is often used alongside Python in web development, offering a complementary client-side scripting language to Python's strength as a server-side language. Data science is also a related field where Python's powerful libraries (like NumPy, Pandas, and Matplotlib) are used for data manipulation, statistical analysis, and graphical visualization. Python's simplicity and versatility also straddle the fields of artificial intelligence and machine learning, where Python libraries such as Scikit-learn and TensorFlow allow for intricate and sophisticated analyses, differing from other languages that may have higher learning curves or less flexibility.
Python Programming Advantages
Python programming is renowned for its simplicity and readability, decreasing the time and effort required for coding and debugging. It has strong integration and support for scientific computing, data analysis, AI, and machine learning. Python also possesses a robust set of libraries and frameworks, enhancing its speed, flexibility, and productivity. Learning Python programming can open doors to many data science careers.
Learn more in these courses
-
Intro to Python Programming
-
View schedule at nobledesktop.com
- 12 hours
- Open to beginners
This Python course is designed for students to learn to code from scratch and become comfortable with programming in Python. Students will learn the syntax, principles, and thought processes that programming entails.
-
-
Python Programming Bootcamp
-
View schedule at nobledesktop.com
- 30 hours
- Open to beginners
Become a Python programmer in this beginner-friendly course that covers coding fundamentals, computer science concepts, and the Python software environment. You’ll learn how to professionally structure your programs and solve real-world challenges using object-oriented programming.
-
- Python Courses