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Hello Devs, if you want to learn Data Science and Machine Learning with Python in 2022 and looking for best resources like books and online courses then you have come to the right place.
Earlier, I have shared best Python book for Data Science and today, I am going to share with you best Python courses for Data Science and Machine Learning.
We all know what Python is, right? If you don't, let me give you a brief overview.
Python is a high-level, general-purpose programming language with enhanced readability. The syntax is also well-constructed and has an object-oriented approach. This will enable programmers to write clear and logical code for small and large projects.
Data Science can be broadly defined as a field that extracts insights from structured and unstructured data using scientific methods and algorithms. These insights can then be applied across a wide range of domains and fields. It can be used for increasing sales, optimizing workflow, cash flow, etc.
Machine Learning can be defined as a branch of Artificial Intelligence, or AI, and is based on the idea that algorithms and systems can learn from data, identify patterns, and optimize processes. As you can see, Data Science and Machine Learning can be viewed as complementary to each other.
Python has a number of libraries like Numpy, Matplotlib, and Pandas that are perfect for data science. Numpy is the basis for the Pandas library and also makes it easier to perform a lot of mathematical and statistical operations. Pandas, in turn, was created specifically to work with data and is perfect for data science work in Python.
Matplotlib can be used to quickly visualize your data for gaining insights quickly by creating charts, graphs, etc. Then there is scikit-learn and Pandas which is the most popular library for machine learning work in Python.
5 Best Python Courses for Data Science and Machine Learning
If you want to learn Python but are not sure where to start then don't worry.
We have done the hard work for you and compiled a list of the best courses on the internet for learning data science and machine learning in Python. These are the courses that will transform you from a novice to a Python expert within a matter of weeks. Keep reading to find out
1. Python for Data Science and Machine Learning Bootcamp
This is one of the most insanely popular courses on the Udemy platform with close to 500,000 students giving it a 4.7-star rating.
By purchasing this course, you will get lifetime access to more than 25 hours of on-demand video lectures, 13 articles, and 5 downloadable educational resources.
You will learn all about using Numpy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, and Tensorflow in this course. The course will teach you how to implement machine learning algorithms and use Spark for Big Data analysis.
This is also one of the most comprehensive courses on this list that will teach you everything you need to know about the data analysis powers of Python. By the end of this course, you will have become an expert at analyzing data and creating visualizations using Python.
Course Duration: 25 hours
Course Rating: 4.7 stars out of 5
Course Instructor: Jose Portilla
Course Price: $14
Here is the link to join this course - Python for Data Science and Machine Learning Bootcamp
2.Python Project for Data Science
As the title suggests, this course is somewhat different from all the other courses on this list. This is because it also doubles up as a hands-on project in which you will learn how to build a simple dashboard using Python.
Another important thing to note is that this course is part of the IBM Data Science Professional Certificate and the IBM Data Analytics Professional Certificate.
You don't need me to tell you the amazing boost an IBM Certification will give to your career prospects and how cool it will look on your resume.
Trust me, when a potential employer sees that you have spent the time and effort to learn more about the topic and earn a certificate, they will be floored, and you will be able to land your dream job.
Course Duration: 7 hours
Course Rating: 4.5 stars out of 5
Course Instructor: Azim Hirjani
Course Price: $20
Here is the link to join this course - Python Project for Data Science
By the way, if you find Coursera courses useful, which they are because they are created by reputed companies and universities around the world, I suggest you join the Coursera Plus, a membership plan from Coursera which gives you unlimited access to their most popular courses, specialization, professional certificate, and guided projects. It cost around $399/year but it's completely worth your money as you get unlimited certificates.
3. Understanding Machine Learning with Python
This is a Python course with a major focus on enabling you to build machine learning algorithms. You will be able to predict future events with the help of data by using machine learning.
Through this course, you will learn how to create a machine learning prediction solution. This course is also perfect for people looking for a simple introduction to Python, scikit-learn library, and the Jupyter Notebook Environment.
Course Duration: 2 hours
Course Rating: 4.5 stars out of 5
Course Instructor: Jerry Kurata
Course Price: $145 per year for the Premium plan
By the way, you would need a Pluralsight membership to join this course which costs around $29 per month or $299 per year (14% discount).
I highly recommend this subscription to all programmers as it provides instant access to more than 7000+ online courses to learn any tech skill. Alternatively, you can also use their 10-day-free-pass to watch this course for FREE.
4. Python for Data Science Essential Training Part 1 [LinkedIn Learning]
The fact that more than 180,000 students have signed up for this course and that almost 10,000 people have liked it on the LinkedIn Learning platform should be enough for you to join this course as well. But if you are still on the fence, I will make it easier for you.
In this course, the instructor Lillian Pierson, who is an expert in the field of Big Data and Data Science, will gradually take you through a number of practical data science projects.
Course Duration: 6 hours
Course Instructor: Lillian Pierson
Course Price: $39 per month for an annual subscription
By the way, you would need a LinkedIn Learning membership to watch this course which costs around $19.99 per month but you can also watch this course for FREE by taking their 1-month-free-trail which is a great way to explore their 16000+ online courses on the latest technology.
5. 2022 Python for Machine Learning And Data Science Masterclass
This course has also been created by Jose Portilla, who has a BS and MS in Mechanical Engineering from Santa Clara University and has years of experience as an instructor in Data Science and Programming.
When you join this course, you will get lifetime access to more than 44 hours of on-demand video lectures, 6 articles, and 3 downloadable educational resources.
In this course, you will learn how to conduct feature engineering on real-world case studies and replicate these situations and data reports.
Course Duration: 44 hours
Course Rating: 4.7 stars out of 5
Course Instructor: Jose Portilla
Course Price: $14 on Sale
Here is the link to join this course - 2022 Python for Machine Learning And Data Science Masterclass
Frequently Asked Questions**
Now that we have seen all these best Python courses for data science, its time to answer common questions people ask while learning Data Science and Machine Learning.
1. What is Data Science?
Data Science is a field that extracts insights from structured and unstructured data using scientific methods and algorithms. These insights can then be applied across a wide range of domains and fields.
2. What is Machine Learning?
Machine Learning is a branch of Artificial Intelligence, or AI, and is based on the idea that algorithms and systems can learn from data, identify patterns, and optimize processes. As you can see, Data Science and Machine Learning can be viewed as complementary to each other.
3. Is Python useful for Data Science?
Python has a number of libraries like Numpy, Matplotlib, and Pandas that are perfect for data science. Numpy is the basis for the Pandas library and also makes it easier to perform a lot of mathematical and statistical operations. Pandas, in turn, was created specifically to work with data and is perfect for data science work in Python.
Conclusion
These Python online courses are, by far, the best available on the internet and you can use these to master Data Science and Machine Learning in Python. By taking any of these courses, you will be able to transform yourself from a complete beginner to a Python expert in a matter of weeks.
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Thanks for reading this article so far. If you liked this list of the Best Python Courses for Data Science and Machine Learning for Beginners, feel free to share it with your friends and family.
P. S. - If you want to learn Python from scratch but can't afford these online training courses or looking for a free resource to start with Python programming, I suggest you look at this list of free Python programming courses from Udemy. It's completely free, and all you need is a free Udemy account to enroll in this course. More than 490,000 students have already learned Python from this course.
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