Want to become a data scientist but don’t know Python? Don’t worry; we’ve got your back. With our free online Python course for beginners, you can learn Python online free and kickstart your data science journey. You don’t have to spend a dime to enroll in this program. The only investment you’d have to make is 30 minutes a day for a few weeks, and by the end, you’d know how to use Python for data science.
To enroll in our Python course free, head to our upGrad free course page, select the “Python course, and register. This article will discuss the basics of python and its industrial application, our course contents, and what its advantages are. Let’s get started.
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Why Learn Python?
Python is among the most popular programming languages on the planet. According to a survey from RedMonk, a prominent analyst firm, Python ranked 2nd in their ranking of programming languages by popularity.
Python is one of the most popular programming languages. Python is used for web development, game development, language development, etc. It helps in conducting complex statistical complications and performing data visualisation. It is compatible with various platforms and has an extensive library.
Top Python libraries are Numpy, Pandas, Scipy, Keras, Tensorflow, SciKit learn, Matplotlib, Plotly, Seaborn, Scrapy, and Selenium. These libraries serve different purposes such as some of them are for data processing, data modelling, data visualisation, and data mining.
You can also consider doing our Python Bootcamp course from upGrad to upskill your career.
In data science, Python has many applications. It has multiple libraries that simplify various data operations. For example, Pandas is a Python library for data analysis and manipulation. It offers numerous functions to manipulate vast quantities of structured data.
This way, it makes data analysis much more straightforward. Another primary Python library in data science is matplotlib, which helps you with data visualization. Python is one of the core skills of data science professionals. Learning it will undoubtedly help you in entering this field.
Why Choose Python free course from upGrad?
There are many advantages to joining our Python free courses. Here are some of them:
Cutting Edge Content
upGrad’s professionally created content ensures that you get the best online learning experience.The curriculum of the course is industry relevant and focuses on practical concepts. To be able to learn the concepts a curriculum which is strong is recommended. This is what upGrad recommends. And after finishing a course, there are practice questions that one can solve in order to gauge retention. This free online python course for beginners is focused on the basics of python programming, It is a good opportunity for someone who is new to the field as it would take the learners on the journey step by step. It is also ideal for those learners who have been in the field for a long, so those candidates can brush up on their skills and revisit the concepts.
After you complete our Python online course free, you’ll receive a certificate for completion. The certificate would enhance your CV substantially.
Apart from these benefits, the biggest one is that you can join the course for free. It doesn’t require any monetary investment.
The free certificate is the validation of your knowledge. You could add the skill of knowing python to your CV and present the certificate in order to show authenticity. Also, the free certificate is shareable on LinkedIn. You could show your skill to potential recruiters. When you are appearing for any interview, or are looking to get promoted at your job these little things come to help where one can confidently show the document for the skillset that they have mentioned in the CV. It sets one apart from the rest of the candidates.
Let’s now discuss what the course is about and what it will teach you:
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What Will You Learn?
Learning Python is crucial for becoming a data scientist. It has many applications in this field, and without it, you can’t perform many vital operations related to data science. Because Python is a programming language, many students and professionals hesitate to study it.
They read about Python’s various applications in data science, artificial intelligence, and machine learning and think it’s a highly complicated subject. However, Python is an elementary programming language that you can learn quickly.
Our free Python online course for beginners covers this prominent programming language’s basics and helps you understand its fundamental uses in data science. Below are the list of courses available in Python:
- Programming with Python: Introduction for Beginners
- Learn Basic Python Programming
- Python Libraries
These sections allow you to learn Python in a stepwise manner. Let’s discuss each one of these sections in detail:
Programming with Python: Introduction for Beginners
In this course, you’ll get a stepwise tutorial to begin learning Python. It will familiarize you with Python’s fundamentals, what it is, and how you can learn this programming language.
Apart from the basics, this section will explain the various jargons present in data science to you. You’ll get to know the meaning behind many technical terms data scientists usually use, including EDA, NLP, Deep Learning, Predictive Analytics, etc. Understanding what Python is will give you the foundation you need to study its more advanced concepts later on.
When you’d know the meaning behind data science jargon, you would understand how straightforward this subject is. It’s an excellent method to get rid of your hesitation in learning data science. By the end of this course, you would be able to use data science jargon casually like another data professional.
In the introduction, you will get to learn about the primary consoles, what are primary actions, what are statuses, and what important pointers. These topics will be covered in the introduction. The primary console is nothing but a media that takes the input front the user and then interprets it. In this opportunity to learn python online for free, you get to understand python programming from the basics. There is no compromise on imparting education.
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Learn Basic Python Programming
This section of our course will teach you Python’s basics from a coding perspective, including strings, lists, and data structures. Data structures are one of the essential concepts you can study in data science.
The second topic would be concentrating on the basics of python that will be covering the introduction, history of python, how to do installation documentation, and what are arithmetic operations, and string operations. After the module would be over there would also be a focus on practice questions. These practice questions can be solved to understand how much understanding the learner has gotten. The learners upon answering will get the response to the questions on a real-time basis. Python online course free gives an opportunity to gain the skill of knowing python.
They help in organizing data so you can access it and perform operations on it quickly. Understanding data structures is vital to becoming a proficient data scientist. Many recruiters ask the candidates about data structures and their applications in technical interviews.
This module focuses on programming with Python in data science. So, it covers the basic concepts of many data structures, such as Tuples, sets, dictionaries etc.
The curriculum would also be focusing on dictionaries, and how to map, filter, and reduce functions. It also will focus on the OOPs, class and objects, methods, inheritance, and overriding. They are very important topics, for example, the OOPs is a computer programming model. It includes methods, classes, objects, etc. OOPs is useful for creating and developing real-life applications.
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When you’re familiar with the basics, you can easily use them later in more advanced applications. For example, lists are among the most versatile data structures. They allow the storage of heterogeneous items (items of different data types) such as strings, integers, and even other lists.
Another prominent property that makes lists a preferred choice is they are mutable. This allows you to change their elements even after you create the list. This course will cover many other topics similar like this.
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Learn Python Libraries: NumPy, Matplotlib and Pandas
Python is popular among data scientists for many reasons. One of those reasons is its large number of libraries. There are more than 1,37,000 Python libraries. This number should give you an idea of how valuable these libraries are.
These libraries simplify specific processes and make it easier for developers to perform related functions. In this course for beginners, you’ll learn about multiple Python libraries data scientists use, such as NumPy, matplotlib, and Pandas.
A Python library contains reusable code that helps you perform specific tasks with less effort. Unlike C or C++, its libraries don’t focus on a context. They are collections of modules. You can import a module from another program to use its functionality. Every Python library simplifies certain functions.
For example, with NumPy, you can perform mathematical operations in Python smoothly. It has many high-level mathematical functions and support for multi-dimensional matrices and arrays. Understanding these libraries will help you in performing operations on data.
Pandas are used for better representation of the data, more work can be done with less coding in Pandas. It is a library of python for data analysis purposes. Pandas can be used for neuroscience, analytics, statistics, data science, advertising, etc.
Matplotlib is a library for Python. It is used for data visualisation and graphical plotting. The APIs (Application Programming Interfaces) of the matplotlib can also be used to plot in GUI applications.
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How to Start
To join our free online courses on python, follow the below mentioned steps:
- Head to our upGrad Free Courses Page
- Select the Python course
- Click on Register
- Complete the registration process
That’s it. You can learn python for free with upGrad’s Free Courses and get started with your data science journey. You’d only have to invest 30 minutes a day for a few weeks. This program requires no monetary investment.
If you have any questions or suggestions regarding this topic, please let us know in the comments below. We’d love to hear from you.
If you are curious to learn about Python, data science, check out IIIT-B & upGrad’s Executive PG Programme in Data Science which is created for working professionals and offers 10+ case studies & projects, practical hands-on workshops, mentorship with industry experts, 1-on-1 with industry mentors, 400+ hours of learning and job assistance with top firms.
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What are the essential features of this course?
This course provides a number of features for free. This free Python course from upGrad is taught by the industry experts themselves and you can directly ask your doubts to them. It is professionally designed with cutting edge content so that you do not get a lousy syllabus and do not fall behind others.
Apart from that, this course provides you with live weekly sessions to not burden you. After the course completion, you will also get a course completion certificate certified by upGrad.
Why is Python considered to be the best programming language for Data Science?
Apart from the simplicity of the syntax and ease to learn, this programming language comes with a lot of advanced libraries with rich features. This makes Python one of the best programming languages for data science.
Not just the libraries, Python also has maintained its position to be the most flexible language in terms of scalability, speed, and reliability when compared to its peers such as R and Scala. It also has one of the most active communities that constantly keep on working to keep it updated and help developers across the globe.
How does the Python for data science course help me prepare for data science interviews?
This course will help you to build a strong foundation of the fundamental concepts and will resolve all your doubts about the subject. If you are good with basics, then 50% of the interview preparation is already done.
After completing the course, you must complete all the assignments included in the course followed by more practice from online resources. This much practise will boost your confidence and make you ready to ace any interview.
What are the main topics in Python?
Some of the important topics in Python are - Numbers, List, Tuple, Dictionary, Library,Methods,OOPs, Class, Objects
What Python is used for?
Python is used for data analysis, web development, DevOps, Machine learning, Network Programming, etc. Python programming is not on;y easy to learn but also is one of the most secured programming languages. It has many features such as easy to write, portable, object- oriented, and standard libraries. Etc.
What is the salary of a python developer in India?
The salary of a python developer ranges from 2.0 LPA to 8.4 LPA and the average salary is 4.3 LPA. The salary increases with experience and skills. In order to procure more salary, one should invest their time into gauging more exeirnece and polish their skills.
How do I start coding?
Coding is a very important skill set to hone as it is very much in demand. In order to begin with coding, the following steps could be followed Data basics Data Architecture Text editor skills HTML basics CSS basics Learn basics Get the foundations sorted Start coding Practice
Is python hard to learn?
When we take up something new, it appears hard to us. But as we get settled and get our foundations clear, we start to enjoy the process. Python is nothing different, it can appear hard to someone who is just starting out but it is not impossible. Actually, python is one of the best programming languages for beginners. Its syntax is somewhat similar to English, which increases its readability and understandability. And the more practice is done the better it becomes to get the hand of python.
Is Python in demand?
Python is very much in demand not only because of its better readability and understandability. But because of its wide application, it is widely used in multiple areas such as web development, game development, analysis, etc. Moreover, its syntax is similar to the English language, it is portable, highly secure, has multiple libraries, etc. All of these factors contribute to the popularity of python.
Is python enough to get a job?
To say that python is enough to get a job would be an unfair statement. There are other skill sets in order to land a job but python is not behind. In order to secure a job, one should be having other skillsets as well. But having the knowledge of python would be of immense importance as it would be useful to apply the knowledge to solve multiple problems.