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Machine learning is the subset of artificial intelligence and it helps computers to learn and analyse without being explicitly programmed. Python is a widely used programming language used for machine learning because it has plenty of libraries and frameworks and it is easy to use. You can learn machine learning using Python through different courses including postgraduate diplomas, certificate courses, and online training programmes. There are also machine learning with Python free courses that will help you to get a glimpse of the topic.
What is Machine Learning With Python?
Python programming language is used for machine learning for various reasons. Python is very easy to master and use to attract more users to it. It also has many frameworks and libraries. Another fact is that Python has an active community making it easy to share, learn and troubleshoot and the like. As Python is one of the most popular programming languages used for machine learning, taking machine learning with Python training will be advantageous while looking for career opportunities.
Who can pursue Machine Learning With Python Courses?
You can take machine learning with Python courses, if
- You have mathematical knowledge.
- You love programming.
- You are passionate about coding.
Eligibility Criteria of Machine Learning With Python Courses
The eligibility criteria for machine learning with Python courses will differ from course to course as per the level of the programmes. The online postgraduate certificate courses in machine learning with Python will prescribe the learners to have a bachelor's or diploma in any related area. While online machine learning with Python certifications will demand the candidates to have the interest as well as the basic qualification of 10+2.
Skills Required for Machine Learning With Python Courses
The students and professionals in machine learning with Python are recommended to have a set of skills. Programming skills and knowledge of some mathematical concepts like statistics, linear algebra, and the like will help largely in the process of learning. Some of the required skills are provided below.
- Problem-solving skills
- Analytical skills
- Mathematical skills like statistics, probability, and linear algebra.
- Data modelling
- Programming skills
Popular Specialisations
What You Will Learn in Machine Learning With Python Courses?
The course content of machine learning with Python courses will have slight variations based on the course providers as well as the level of the programme. You can learn the following topics by joining machine learning with Python courses and machine learning with Python freecodecamp.
- Data Structures using C
- Regression
- Hierarchical Clustering
- Database Management
- Pattern Recognition
- Classification
- Streamline data algorithms
- System
- SciPy and scikit-learn
- Machine Learning
- Programming for problem-solving
Popular Machine Learning With Python Certification Courses
Machine learning with Python certification courses is provided by various online educational platforms such as Edx, Udemy, and Mindmajix Technologies. Many reputed institutions like Indian Statistical Institute, Pune, IIIT Allahabad, and IIT Kanpur also offer online machine learning with Python courses. Some of the popular machine learning with Python courses are tabulated below.
Course | Provider | Duration | Fee |
Machine Learning using Python | 12 Days | Rs 40,000 | |
Certified Machine Learning with Python Expert | 153 Hours | Rs 42,990 | |
Python for Machine Learning | 5 Days | Rs 500 | |
Machine Learning with Python | 5 Months | Rs 29,000 | |
Machine Learning with Python: From Linear Models to Deep Learning | MIT Cambridge via Edx | 15 Weeks | Free |
Machine Learning for Engineers Using Python | 12 Weeks | Rs 7,000 |
Career Opportunities after Machine Learning With Python Courses
The field of machine learning is rich with job opportunities. As machine learning has a wide range of applications across industries, career options are also plenty. As Python is the popular language used for machine learning, machine learning with Python graduates will have more demand. Some of the top career opportunities are tabulated below.
Salary Trends in Machine Learning With Python
The recruiters provide the salary for machine learning with Python graduates based on their skills and work experience. However, professionals in entry-level jobs are compensated with a comparatively high salary as they have a huge demand in the job market. Some of the career options and their average salaries are given in the table below.
Job Profile | Average Salary |
ML Engineer | Rs 749,613 p.a. (Approx.) |
Data Scientist | Rs 903,864 p.a. (Approx.) |
Data Analyst | Rs 491,296 p.a. (Approx.) |
Data Architect | Rs 2,085,912 p.a. (Approx.) |
*Source: Payscale
Scope of Machine Learning With Python Courses
Machine learning is one of the trendy disciplines among students and working professionals alike. It has a lot of future prospects also. Plus, machine learning has applications in plenty of fields including media, entertainment, IT, the automotive industry, gaming, and the like.
Top Providers
Top Recruiters
Machine learning engineers and other professionals who have done machine learning with Python courses can work with companies and business enterprises across various sectors. Some of the companies that recruit machine learning professionals with Python skills are:
- Adobe
- Wipro
- Microsoft
- Accenture
- Uber
Machine Learning With Python Courses by Top Providers
Refer to the table provided below to know some of the top providers which offer machine learning with Python courses and machine learning with Python free certification courses.
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FAQs
Q) Where Can I learn machine learning with Python courses online?
Ans) You can learn machine learning with Python through the online certification courses provided by the MOOC platforms like Edx, Udemy, Coursera, Edureka, and IBM.
Q) Which colleges offer online machine learning with Python courses?
Ans) Many reputed institutions in India like IIIT Allahabad, University of Illinois, National Institute of Electronics and Information Technology, Haridwar, NIT Warangal, and IIT Roorkee are some of the institutions that offer online machine learning with Python courses.
Q) What are the career options I can try after machine learning with Python courses?
Ans) After the machine learning with Python courses, you can go for the career opportunities like machine learning engineers, Python programmers, and data scientists.
Q) Mention some of the recruiters in machine learning?
Ans) Many companies and organisations from various industries hire machine learning professionals. Some of them are Apple, Amazon, Google, Accenture, and Wipro.
Q) What is the average salary of an ML engineer in India?
Ans) The average salary of machine learning engineers in India is around Rs 749,613 per annum.