Enrich your understanding of the Python programming language and its vast applications in machine learning. Discover the cost-effective approach to mastering Python, explore various career prospects, understand the importance of learning this skill, and identify the best resources to kick-start your learning journey.
Key Insights
- Python is a free, open-source programming language ideal for machine learning due to its platform independence, community support, readability, and flexibility.
- Machine learning with Python can enhance user experiences through automated customer support, improved search engine results, personalized recommendations, and more, increasing the demand for professionals with Python skills.
- Learning the basics of Python programming can be achieved through free resources, including YouTube videos, online communities, and learning guides.
- Noble Desktop offers free resources and paid classes, providing a comprehensive learning path for Python for machine learning.
- Python is a prerequisite for careers in data analysis and data science, making it a desirable skill for employers and a valuable addition to any professional portfolio.
- Salaries for positions requiring Python and machine learning skills are competitive, with data scientists and machine learning engineers often earning six-figure salaries.
If you want to learn Python for machine learning, you might wonder what the associated costs will add up to. Python is a free and open-source programming language, so it costs nothing. Most machine learning libraries are also free to use. Because this programming language and its libraries are publicly accessible, they also have free learning guides, documentation, and active communities available to help you learn.
What is Python for Machine Learning?
Python is an open-source, general-purpose programming language first developed in 1991. Because Python is open-source, it is free and publicly available for anyone to use. Python can be used to build websites, develop software, conduct data analysis, and automate tasks using artificial intelligence (AI) and machine learning.
Machine learning enables computer systems to automatically learn and adapt without manual input. The system does this by using statistical models and algorithms to detect patterns in data. Python’s libraries and frameworks, along with the coding language’s platform independence, popularity and community, concise and readable code, flexibility, and consistency, make it a perfect fit for machine learning.
Read more about what Python is and why you should learn it for machine learning.
What Can You Do with Python for Machine Learning?
Python is a general-purpose programming language that you can use to create data visualizations, write programs for machine learning, analyze data, make file directories, build apps, and more. Because of its many applications in using and managing data, Data Scientists must have a thorough knowledge of Python programming and its uses.
Python for machine learning is used to personalize and improve user experiences. Machine learning can automate customer support, detect fraudulent transactions, recommend products, refine search engine results, automate translation, recommend music, and predict the effectiveness of drug treatments. There are countless uses for machine learning and demand is only increasing, making now an opportune time to learn Python for machine learning.
In-Depth Review of the Cost
Python is an open-source programming language, so it is free to install and use. You can also access Python libraries used for machine learning at no cost.
So what about learning Python programming? How much does it cost to learn? You can start learning Python programming basics with free videos and other learning resources. Free video courses on YouTube provide a high-level overview of the subject, communities offer free advice and tips for learning to code with Python, and documentation includes free learning guides.
To learn Python for machine learning, you must first master Python programming fundamentals. Noble Desktop’s Intro to Python Fundamentals is a no-cost video course introducing essential Python programming skills.
The Python Software Foundation, a nonprofit foundation that manages the latest version of Python, offers a free beginner’s guide for learning Python basics. This guide shows you how to install the latest version of Python, how to conduct some simple Python experiments, and provides links to additional resources. You can also find additional documentation on the Python Software Foundation’s website that will help you as you develop Python programming skills.
While most Python resources are completely free to use, you can access paid classes and workshops at no cost through free trials. Use free trials on sites like Udemy, Coursera, LinkedIn Learning, and Skillshare to complete short classes or explore the Python classes each learning platform has available. You can also find free Python programming classes on some of these platforms that do not require a free trial to participate.
Noble Desktop also offers free learning resources through its online resources. You can learn about Python programming, machine learning, and more. These convenient learning resource hubs bring free videos, paid course information, and many other resources together in one place so you can decide the learning path that works for you. Discover more in the Python for Machine Learning Hub.
Why Learn Python for Machine Learning?
Machine learning is an increasingly important component in personalizing and improving user experience and automating tasks. Machine learning algorithms are used to make product recommendations to shoppers on Amazon, manage trading on Wall Street, and choose what plans next in your Spotify playlist.
Learning Python for machine learning can advance your current career or help you start a new one. Employers look for this highly desirable skill when hiring Data Analysts and Data Scientists, so learning Python for machine learning can help your resume stand out. If you learn Python for machine learning through an instructor-led course with hands-on projects, you can add those projects to your professional portfolio to showcase your abilities to potential employers.
Free Introductory Python for Machine Learning Course Online
Before committing to a paid training method, you may want to explore free resources that provide an overview of Python for machine learning. Free resources can help you build foundational skills, understand the advantages and challenges of learning Python for machine learning, meet the necessary prerequisites, and help you decide how you want to learn this skill.
Before learning Python for machine learning, you must have a firm foundation in Python programming and understand the NumPy and Pandas libraries. In Noble Desktop’s free video seminar Intro to Python Fundamentals, you will learn about the Python programming language and its many uses in data science and data analytics.
You can also find free introductory Python courses from Google, Microsoft, and on learning platforms like Udemy and Coursera.
Read about more free Python for machine learning videos and online tutorials.
Learn Python for Machine Learning with Hands-on Training at Noble Desktop
Noble Desktop offers instructor-led courses that provide hands-on experience using Python for machine learning. You can take a specialized course such as the Python for Machine Learning course or learn this skill through the Data Science Certificate program.
The Python for Machine Learning course requires students to have a strong foundation in Python programming and its data science libraries NumPy and Pandas prior to enrollment. If you do not have previous experience with Python programming, you can satisfy this prerequisite by first taking Noble’s Python for Data Science Bootcamp.
If you want to learn Python for machine learning as part of a broader curriculum, especially if you want to launch a new career in data science, the Data Science Certificate program covers essential skills in a single program. This program includes small classes, 1-on-1 mentoring, setup assistance, a free retake, flexible payment options, hands-on experience, and job search assistance.
Explore live online Python for machine learning classes that connect you to expert instructors for real-time feedback and guidance.
How to Learn Python
Master Python with hands-on training. Python is a popular object-oriented programming language used for data science, machine learning, and web development.
- Python classes at Noble Desktop: instructor-led courses available in NYC or live online from anywhere
- Find Python Classes Near You: Search & compare dozens of available courses in-person
- Attend a Python class live online (remote/virtual training) from anywhere
- Find & compare the best online Python classes (on-demand) from several providers
- Train your staff with corporate and onsite Python training