October 3, 2022

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Top 5 Python Courses for Data Science and Machine Learning in 2022 – Best of Lot


We all know what Python is, right? It 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, which is the most popular library for machine
learning work in Python.

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

[Udemy]

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

2.
Python Project for Data Science
[Coursera]

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

Best Coursera Course for Python and 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
[Pluralsight]

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.

Best Pluralsight course to learn Python for Data Science

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: $13 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.

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 buy 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

Best Udemy course to learn Python for Data Science

Frequently Asked Questions

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.

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. 

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 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.

Other Python Programming Articles you may like

Thanks for reading this article so far. If you liked this list of the Best
Python Courses for Data Science and Machine Learning, 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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