Discover how Python is used for machine learning and how costs for training in Python can vary, from free online resources to paid on-demand classes and instructor-led courses. Learn about career paths in data science, prerequisites for learning Python for machine learning, and explore the salary potential in the field.
Key Insights
- Python is an open-source, general-purpose programming language used extensively in the field of machine learning, thanks to its powerful libraries and frameworks, concise and readable code, and wide-ranging community support.
- Machine learning, an application of artificial intelligence (AI), involves computers learning and adapting automatically using statistical models and algorithms to detect patterns in data.
- Python for machine learning can be used to automate customer support, detect fraudulent transactions, recommend products, refine search results, automate translation, recommend music, and even predict the effectiveness of drug treatments, among countless other applications.
- Costs for learning Python for machine learning may range from free online resources to paid on-demand classes costing around $30 to $60 per month, and instructor-led courses that could cost a few thousand dollars.
- Noble Desktop offers a Python Machine Learning Bootcamp and a Python for Data Science & Machine Learning Bootcamp, as well as a comprehensive Data Science Certificate program which covers Python programming fundamentals, machine learning models, and data visualizations, among other skills. Tuition for these programs ranges from around $1,500 to $4,000.
- Career opportunities in data science, which rely heavily on Python programming and machine learning skills, continue to increase, naming now an opportune time to learn Python for machine learning. Salaries for these positions are competitive, but vary based on specifics such as location, experience level, and industry.
Looking to learn Python for machine learning? You might wonder how much it costs to learn Python for machine learning. Python is a free programming language and its libraries and frameworks are mainly available at no cost. However, Python for machine learning training options often involve some kind of paid subscription or class tuition. The costs vary widely and depend on the type of training or class you choose. Paid learning subscriptions with on-demand classes can cost as low as $30 per month, while instructor-led courses can cost a few thousand dollars. Read on to learn more about how much you can expect to spend to master Python for machine learning.
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 Training Cost
There are different ways to learn about Python programming and machine learning. The cost of learning these skills depends on the type of training you choose.
You can start learning about Python for free with no-cost video tutorials, on-demand classes, public documentation, and other free learning resources. Free Python for machine learning videos and online tutorials offer high-level overviews of particular topics, making them an excellent place to start.
On-demand courses such as those found on Coursera, LinkedIn Learning, Skillshare, and Udemy use a paid subscription model. These subscriptions range in price from around $30 to $60 dollars per month. When budgeting for such classes, consider the recommended timeline for how long it takes to complete a course. Many classes take weeks or months to complete, so you will want to multiply the number of months needed by the monthly cost to calculate the total cost of such classes.
The cost of learning Python for machine learning will depend on how many skills you wish to gain. If you already know the basics of Python programming, you can dive right into a class or bootcamp specifically about Python for machine learning, such as Noble Desktop’s Python Machine Learning Bootcamp. If you do not know how to program in Python, you can learn Python coding fundamentals and learn about machine learning in a combination course like Noble’s Python for Data Science & Machine Learning Bootcamp.
Interested in launching a career in data analytics or data science? A certificate program like Noble Desktop’s Data Science Certificate program prepares students to launch new careers. Learn Python programming fundamentals, work on machine learning models, create data visualizations and interactive dashboards, and learn other essential data science skills.
The cost of classes and programs depends largely on the length of the course. Tuition ranges from around $1,500 to $4,000. If you intend to learn several related skills, you can often save money by enrolling in a certificate program that includes multiple classes or topics at a discounted rate.
To decide which learning method will help you meet your goals, consider how you prefer to learn. Do you want to learn online, in-person, or a combination of the two? Are you able to enroll full-time to complete your training at a faster rate, or should you consider a part-time enrollment option? These decisions will help you choose the best training method for you. Once you know this, you can compare costs and figure out a budget for your training.
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