The modern world spins around machines and technology is ruling humans in every regard. We are surrounded by electronic as well as programmed systems that make our lives easy. Every machine work based on human instructions. What if the machines start thinking by themselves and predicting the outcomes by learning from their past experiences just like humans do? Sounds crazy right? Well, this technology of teaching machines is nothing but machine learning.
Let us know more about this exciting technology.
What is Machine Learning?
Machine learning is an important subset of Artificial Intelligence.
Machine learning can simply be explained as the efficient application of the past data by the machine to elucidate several problems and questions that promote effective decision making. The data that we use plays a crucial role in making the right predictions. The tools and practices of machine learning help in generating dynamic algorithms, decision trees and many more for obtaining efficient and optimal solutions.
Machine Learning Applications
Some applications of machine learning include image recognition, image processing, medical diagnosis, regression, distribution, learning, etc. Machine learning offers more surpassing benefits to any enterprise that is applied.
Advantages of machine learning
Machine learning has achieved a huge demand for all the advantages that they offer.
Few of the many perks offered by Machine Learning are
1. Increases the efficiency
2. Accelerated analysis forecast and processing
3. Expedite the most accurate Medical Predictions and Diagnoses
4. Accurate spam detection
5. Promotes a personalized shopping experience by recommending the right product to the right customer.
6. Offers better customer segmentation
7. Contributes to better traffic management
8. Increases the market range
9. Identify fraudulent activities.
10. Cost reduction.
Machine learning applications in different sectors
Machine learning has become a must in every sector. This facilitates a wide range of enterprises that fostered machine learning.
The following are a few of them
1. Health care
6. Digital Assistance
10. Information Technology
Since machine learning is not limited to any specific industry, the demand reaches the sky creating numerous job opportunities in this exciting sector. Machine learning jobs are considered as one of the highest paid job roles in the country. The average pay scale of a machine learning engineer in our country is estimated at 8.7 lakh per year. The field of Machine learning offers salary packages ranging from 3 to 15 lakh per year in India. Considering experience, demand, and several other factors, the IT giants offer huge packages.
Job roles offered in the field of Machine Learning
Let us look into the various passionate job roles that Machine learning certification grants
1. Machine Learning Engineer,
2. Data Architect,
3. Data Mining Specialists,
4. Cloud Architects,
5. Cyber Security Analysts
6. BigQuery Engineer
7. Clinical Intelligence Analyst
8. Machine Learning Specialist
9. Data Manager
10. Advanced Analytics Engineer
What are the significant prerequisites of taking up a machine learning training program?
If you are ardent about taking up a machine learning in Pune, you just need to prepare yourselves to be successful in pursuing it.
To learn machine learning, there are few distinct prerequisites which you need to understand to master the methods of machine learning
1. Knowledge of programming languages
Since machine learning is all about tutoring the computer systems, it is imperative to beware of various programming languages as programming languages are the source through which we interact with machines.
Java, C++, R, Python, etc are a few languages that are broadly used in machine learning. If you know Java, it is easy to learn other programming languages. At present, Python is a highly preferred programming language by most of the machine learning professionals.
2. Math skills
It isn't a must to be a specialist in dealing with mathematical problems but you shouldn't be a stranger to the several mathematical concepts that are employed in machine learning. A basic understanding of calculus, probability, statistics is very essential to understand the theories of machine learning.
3. Data Engineering skills
As machine learning involves a lot of work with large data sets, hands-on experience on platforms like big data, SQL, SAS, etc would contribute to a better understanding of the concepts of machine learning.
4.Data Visualization skills
Having a concise understanding of data visualization tools such as Tableau, Datawrapper, FusionCharts, etc would be a great support for an effective presentation which is a major responsibility of a machine learning engineer.
The increasing Scope for Machine Learning Course in Pune
Machine learning in Pune has succeeded in exciting changes in the IT industry. Many industries have encountered advancements and amusing breakthroughs in their businesses. Most companies also experienced rapid growth in their economies by the application of machine learning techniques.
Pune being the national headquarters for a few of the most popular IT companies such as Honeywell Automation India, Tech Mahindra, Volkswagen India, LG Electronics, etc contributes a large part to the country's economy.
The Urge For Machine Learning in Pune
Pune ranks third in terms of information technology and it was also known as the city that records the fastest growth of 11% in IT exports.
Machine Learning Course in Pune offers interesting job roles. Machine learning in Pune has got a vaster demand for machine learning programmers. These days Machine learning has become a must in every sector and industry.
Machine learning is extensively opted by many businesses for efficient optimization of results. So, there is a tremendous demand for job opportunities in several fields to work on Machine Learning. Pune currently has 1327 openings for various profiles of machine learning. Machine learning training in Pune is the best choice that you could make if you are willing to give an upgrade to your career.
Even as the number of institutes offering machine learning training classes in Pune is increasing day by day, choose the best machine learning institute in Pune and give your career a breakthrough.