Python for Machine Learning is a widely used programming language. SciKit-Learn, a Python library, is one of the best Python libraries for Machine Learning. It makes it easier to select suitable tools for Machine Learning and Statistical Modelling and provides various features including classification, regression and clustering algorithms.
Machine Learning with Python Courses are offered by online platforms like Coursera, Cognitiveclass.ai, Freecodecamp.org, EdX ,Tutorialspoint, etc. Machine Learning with Python: Coursera, Machine Learning with Python; from Linear Models to Deep Learning: edX, Machine Learning A-Z With Python With Project (Beginner): Tutorialspoint. Python Machine Learning: Scikit-Learn Tutorial, SciKit-Learn in Python for Machine Learning Engineers, etc are some of the top Machine Learning with Python courses.
Google, Amazon, TCS prefer Machine Learning engineers with at least 2 - 6 years of experience in Python. Salary of a Machine Learning Engineer with Python skills ranges from INR 7.5 - 8 lakhs per annum.
Table of Contents
1.1 Why is Python Used in Machine Learning?
2.1 Coursera
2.3 Freecodecamp.org
2.4 edX
2.5 Tutorialspoint
4.1 Salary Prospects
All About Python Machine Learning Courses
Python Machine Learning Courses deal with various topics such as Linear, Non-linear, Simple and Multiple regression, their applications and others. However, in order to get benefit one must work to complete a project, it will help you in the application of the skills learnt in the courses. Check: Machine Learning Course Syllabus
- Best Python Machine Learning Courses are offered online by various platforms such as Coursera, EdX, Cognitiveclass.ai, etc.
- The course Fees for Python Machine Learning Courses can be anywhere between INR 1,000 - 25,000.
- Udemy Courses can be available for as low as INR 490. The Complete Machine Learning Course with Python by Udemy has a fee of INR 3,499 but sometimes they are available for INR 490 with a discount of 86%.
- Python for Machine Learning and Machine Learning with Python by Great Learning are free courses for beginners level learners.
Also Check: Machine Learning Courses for Mechanical Engineers
Why is Python Used in Machine Learning?
Python is suitable for Machine Learning as it is easier in using and accessing because of its simplicity thereby making it easier to build models. Here are the reasons why Python is used in Machine Learning.
- Python code is easily understandable by humans and makes the developers productive and confident.
- Python can be used to perform complex sets of machine learning tasks, enabling you to build prototypes quicker and to test your product for machine learning purposes.
- Moreover, the flexibility of Python language provides an option to choose which one to use either OOPs or scripting.
- It is a general purpose language which can be used for creating a variety of different programs and is not limited to any specific problems.
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Python Machine Learning Courses
Python Machine Learning Courses are offered by various platforms. These courses are mostly self paced and can be pursued anytime. Some of the best Python Machine Learning Courses include Coursera, Cognitiveclass.ai, Tutorialspoint, etc. The sections below give the list of Courses by various top platforms.
Machine Learning With Python: Coursera
Coursera provides various Python Machine Learning Courses with free enrollment options. However, after the trial period of 7 days, one has to pay a small subscription fee of INR 2,949 (39 USD) to INR 7,486 (99 USD) per month if you want to continue learning. Given below is a list of Courses available in Coursera.
| Course Name | Offerer | Duration |
|---|---|---|
| Machine Learning with Python Course | IBM | 22 hours |
| Applied Machine Learning in Python | University of Michigan | 35 hours |
| Investment Management with Python and Machine Learning Specialization | EDHEC Business School | 5 months |
| Machine Learning | Stanford University | 61 hours |
| Deep Learning Specialization | Deeplearning.AI | 5 months |
| Advanced Machine Learning Specialization | HSE University | 10 months |
Also Check:
| Coursera Data Science Courses | Coursera Business Analytics Courses |
| Coursera Photography Courses | Coursera AI Course |
Machine Learning With Python: Cognitiveclass.ai
Cognitoveclass.ai offers free Python Machine Learning Courses online. These are self paced. Given below is a list of courses available in Cognitiveclass.ai.
| Course Name | Offerer |
|---|---|
| Machine Learning with Python | IBM |
| Python for Data Science | IBM |
| Machine Learning - Dimensionality Reduction | IBM |
| Data Visualization with Python | Cognitive Class |
| Data Analysis with Python | IBM |
Machine Learning With Python: Freecodecamp.org
Given below is a list of Python Machine Learning Courses in freecodecamp.org. The Courses are free of cost which you can learn through their official YouTube channel.
| Course Name | Offerer | Duration |
|---|---|---|
| Machine Learning with Python Certification | Freecodecamp.org | – |
| Machine Learning Course | Freecodecamp.org YouTube Channel | 10 hours |
| Python scikit-learn Tutorial - Machine Learning Crash Course | Freecodecamp.org YouTube Channel | 2 hours |
| Machine Learning with Scikit-Learn - Full Course | Freecodecamp.org YouTube Channel | 3 hours |
| Learn how to use TensorFlow 2.0 for machine learning | Freecodecamp.org YouTube Channel | 7 hours |
Machine Learning With Python: EdX
EdX provides Python Machine Learning Courses online. Some of these courses can be pursued for free or with a payment of fee. While free courses do not provide Certification, paid Courses provide Certificate of Completion.
| Course Name | Duration | Course Fees |
|---|---|---|
| Machine Learning with Python: from Linear Models to Deep Learning | 15 weeks, 10 - 14 hours/ week | INR 22,753 / Free |
| Machine Learning with Python: A Practical Introduction | 5 weeks, 4 - 6 hours/ week | INR 7,508 / Free |
| Machine learning with Python for finance professionals | 5 weeks, 4 - 5 hours/ week | INR 15,093 / Free |
| Machine Learning Fundamentals | 10 weeks, 8 - 10 hours/ week | INR 26,545 / Free |
| Machine Learning for Data Science and Analytics | 5 weeks, 7 - 10 hours/ week | INR 7,508 / Free |
Machine Learning With Python: Tutorialspoint
Python Machine Learning Tutorial courses are also provided by Tutorialspoint online. Tabulated below is a list of Courses by Tutorialspoint.
| Course Name | Duration | Course Fee |
|---|---|---|
| Machine Learning With Python: The Complete Course | 11 hours | INR 399 (97% off) |
| Machine Learning A-Z With Python With Project (Beginner) | 13.5 hours | INR 399 (95% off) |
| Complete Machine Learning In Python With Projects By Spotle.Ai | 6 hours | INR 399 (96% off) |
| Feature Importance And Model Interpretation In Python | 1.5 hours | INR 399 (89% off) |
| Python Machine Learning | 5.5 hours | INR 449 (95% off) |
| Programming And Problem Solving Using Python | 8 hours | INR 399 (90% off) |
Also Check:
Machine Learning With Python: Scikit Learn
Scikit Learn is a free, most useful and robust machine learning library for Python programming language. It provides you with an option to select suitable/efficient tools for Machine Learning and Statistical Modelling.
It has various features such as classification, regression and clustering algorithms and many more via a consistent interface in Python. Given below is a list of Machine Learning with Python using SciKit-Learn.
| Course Name | Provider | Course Fee |
|---|---|---|
| Python Machine Learning: Scikit-Learn Tutorial | Datacamp | Subscription |
| Scikit Learn Tutorial | Machine Learning with Python | Python for Data Science Training | Edureka | – |
| Python scikit-learn Tutorial - Machine Learning Crash Course | Freecodecamp.org YouTube Channel | Free |
| Machine Learning with Scikit-Learn - Full Course | Freecodecamp.org YouTube Channel | Free |
| Machine Learning | Simplilearn | Free |
| Predict Employee Turnover with scikit-learn | Coursera | INR 2,949 per month |
| Applied Machine Learning in Python | Coursera | INR 2,949 per month |
| Machine learning with Scikit-learn | Udemy | INR 3,200 |
| SciKit-Learn in Python for Machine Learning Engineers | Udemy | INR 1,280 |
| Hands-On Machine Learning with scikit-learn and Python | Udemy | INR 1,920 |
Machine Learning With Python Jobs
- Those who have Machine Learning With Python skills can work in various jobs such as Machine Learning Analyst, ML Engineer, Business Intelligence (BI) Developer, ML Scientist, NLP Scientist, Software Developer, etc. Check: Machine Learning Jobs
- The average of Machine Learning with Python skills can be anywhere between INR 4,00,000 to 8,00,000 per annum in India.
- They are suitable for jobs in various employment areas such as Data Science, Machine Learning and Artificial Intelligence.
- The average salary of a professional in these areas ranges between INR 6,00,000 to 11,00,000 per annum.
Machine Learning With Python Salary
The table below will give the list of Jobs along with their salaries that can be applied after completing Machine Learning With Python courses.
| Job Profiles | Average Annual Salary |
|---|---|
| Machine Learning Analyst | INR 2,95,000 |
| ML Engineer | INR 7,32,000 |
| Business Intelligence (BI) Developer | INR 5,80,000 |
| ML Scientist | INR 5,35,000 |
| NLP Scientist | INR 4,00,000 - 7,00,000 |
| Software Developer | INR 6,02,000 |
| AI/ ML Lead | INR 5,00,000 - 6,00,000 |
Machine Learning With Python: FAQs
Ques. Is machine learning with Python difficult?
Ans. Machine learning is not an easy field. However, python is easier to understand by humans and is used as a general-purpose programming language. It is suitable for scientific computing and machine learning as well as. The use of Python for Machine learning makes it relatively easier.
Ques. How Python can be used in machine learning?
Ans. Python language is relatively easier to understand by humans which makes it easier for building machine learning models. Python programming language can be used for general purpose, and can do complex sets of machine learning tasks and enable you to build prototypes easier and quicker.
Ques. Why is Python the best suited programming language for machine learning Geeksforgeeks?
Ans. Python is the best suited programming language for machine learning because of its ease in learning and using them. It is more efficient than other programming languages. It also allows developers to complete their tasks more effectively with just a few codes. Aboveall, Python is easily understandable by humans thus making it the most ideal programming language for making Machine Learning models.
Ques. Is Python the best choice for machine learning?
Ans. Yes, it can be said that Python is the best choice for machine learning. It is the easiest programming language and makes coding easier. Moreover, various Python libraries provide an option to choose efficient ones as per the users. It provides various features such as classification, regression and clustering algorithms and many more via a consistent interface.
Ques. How long does it take to learn machine learning with Python?
Ans. It depends on different factors such as your pace of learning, type of course and various others. Some people can completely master it in a few weeks while some can take upto years to master it fully. If you are starting from scratch, you can take more than 1 years to be fully prepared for the real world.
Ques. How much Python does one need to know to do a machine learning course?
Ans. To do a machine learning course one must know the basics of Python. There are Courses which teach from scratch including Python basics. However, to he more efficient you must know are as follows:
- Variables and it's Type
- Operators
- Lists
- Tuples (Optional)
- Dictionaries (Most Important)
- Functions
- Loops and Conditional Operators
- Numpy
- Pandas and DataFrames
- Understanding of Python Packages
Ques. Is Python the only language to get started with machine learning?
Ans. No, it's not the only language. The ease of Python makes it the most efficient language but you can also start learning machine learning with different programming languages such as R, Javascript, Matlab/octave, Go, Lisp, C, C++, etc.
Ques. What is the best Python tutorial for machine learning?
Ans. Some of the best Python tutorials for machine learning are as follows.
- Machine Learning with Python, Coursera
- Machine Learning, Coursera
- Machine Learning with Python: from Linear Models to Deep Learning, EdX
- Machine Learning A-Z With Python With Project (Beginner), Tutorialspoint, etc.
Ques. Should I learn Python first before machine learning?
Ans. If you want to learn machine learning, you should start by learning Python. Python is easily understandable by humans making it the most suitable programming language for building machine learning models. It also offers various options on how to build/perform machine learning tasks more easily and with less time and effort.
Ques. How much does a Python developer earn?
Ans. As per the records of PayScale, Python Developers at entry level earns an average of INR 4,27,000 per annum. This can be increased to INR 10,00,000 per annum with gaining experience, however it can also be reduced depending on your skills.
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