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Transform the Digital World with Machine Learning
Meet the Author : Mr. Bharani Kumar
Bharani Kumar Depuru is a well known IT personality from Hyderabad. He is the Founder and Director of Innodatatics Pvt Ltd and 360DigiTMG. Bharani Kumar is an IIT and ISB alumni with more than 17 years of experience, he held prominent positions in the IT elites like HSBC, ITC Infotech, Infosys, and Deloitte. He is a prevalent IT consultant specializing in Industrial Revolution 4.0 implementation, Data Analytics practice setup, Artificial Intelligence, Big Data Analytics, Industrial IoT, Business Intelligence and Business Management. Bharani Kumar is also the chief trainer at 360DigiTMG with more than Ten years of experience and has been making the IT transition journey easy for his students. 360DigiTMG is at the forefront of delivering quality education, thereby bridging the gap between academia and industry.
Table of Content
Without the need for exact or explicit programming, machine learning gives systems the potential to analyse vast volumes of data, learn from mistakes, and enhance their functioning. It is a field of technology that focuses on creating computer programmes that can monitor, probe, and access data in order to draw conclusions and reveal patterns that might aid organisations in making informed decisions. A machine learns using a variety of learning techniques, including Reinforcement Learning, Unsupervised Learning, Supervised Learning, and Semi-Supervised Learning. There is a growing need for experts with ML expertise who can analyse data, turn it into insightful knowledge, and predict client needs. So, if you want to participate in this data-driven technological revolution, sign up for the Machine Learning certification programme.
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Applications of Machine Learning
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Machine Learning focuses on iterative learning that involves exposing the machines to new sets of data over a period. The machines learn to replicate decisions based on the patterns and computations fed earlier and can learn from the given patterns. This ability in machines is gaining huge momentum and this technology is accelerating rapidly day by day. Google Assistant, Google Maps, Alexa, etc. are all examples of Machine Learning capabilities in action. Enlisted are some of the most gravitating applications of Machine Learning-
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Image Recognition
Image recognition is one of the most frequently utilised uses of machine learning. Facebook use this technology's face detection and identification algorithm to recognise digital photos and other types of media. It is utilised for friend tag ideas; as soon as you submit a photo to Facebook, a tag suggestion with a name appears instantly.
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Speech Recognition
"Search by voice," is an option we use while using Google which comes under speech recognition, another popular application of Machine Learning. Google Assistant, Siri, Alexa, use this technology to follow voice instructions.
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Predicting Traffic
Every time we travel to a new area, we utilise Google Maps, which directs us to the correct address along the shortest route and shows the current traffic conditions. It works using data from the previous days while also using the vehicle's Real-Time position as determined by the sensors and the app. Every time someone uses Google Maps, they contribute to the applications' performance improvement. The software collects user data, feeds it back to the database, and then utilises the data to increase the accuracy of the database.
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Self-Driving Cars
One of the most thrilling applications is self-driving cars that use the technology of Machine Learning. It uses unsupervised learning methods to train the car and detect people around it.
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Product Recommendations
Machine learning is commonly used by entertainment firms to make user-specific product suggestions, like Netflix and Amazon. Google can determine the user's interests and provide suggestions in line with them using a variety of machine learning methods.
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Demand for Machine Learning Engineers
By 2021 the Machine Learning market is anticipated to reach $9.01 Billion, which indicates the demand for Machine Learning engineers. Machine Learning has undoubtedly widened its sphere and is being leveraged by several industries. Machine learning exposes the computer to new sets of data and equips it to learn and interpret and identify hidden patterns without the need of being explicitly programmed. This includes data analysis to examine hidden insights and analytical model-building being automated. Many companies dealing with massive amounts of data have now realized the importance and value of machine learning. By extracting hidden insights from data, businesses can work efficiently and can also gain a competitive edge.
Applications of machine learning are applied in many fields. In the healthcare sector, it is used to increase the effectiveness of clinical trials, provide new tools for doctors, forecast the prognosis of patients with terminal illnesses, and create or find new drugs. Businesses in the financial industry may stop financial fraud, find important insights, and spot trade and investment possibilities. Utilising machine learning technology, marketing and sales are able to forecast customer behaviour and provide them with tailored product suggestions for their upcoming purchases.
Salaries based on Skillsets
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Machine Learning helps organizations improve their overall processes, productivity, and decision-making process. A Machine learning Engineer works with vast volumes of data to generate valuable insights and generating more accurate results. The demand for Machine learning engineers has always been high. The average salary of a Machine Learning engineer can range from 6-7 lacs depending on his experience and skillset in India, according to one’s skill set the salaries may vary. Few skill sets that give you higher salaries include
- Python – ₹712,184
- Deep Learning – ₹814,215
- Natural Language Processing (NLP) – ₹797,110
- Computer Vision- ₹856,176
Conclusion
The expanding amounts of data, strong computing processing, and affordable data storage alternatives are giving machine learning—which is not new—new vigour. With little to no human involvement, businesses can now create analytical models using ML algorithms that aid in decision-making, reveal patterns, and establish linkages. At 360DigiTMG, we provide a comprehensive introduction of machine learning and its ideas, creating algorithms that use supervised and unsupervised learning, time series modelling, regression, and classification to extract valuable information and create forecasts from the gathered data.
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Macine Learning Training Institutes in Other Locations
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