Edure provides one of the best machine learning course in Kerala and many students have successfully placed in different companies after learning Machine Learning from Edure. We, at Edure teach machine learning courses in Trivandrum through e-learning. After completion of the machine learning course at Edure in Trivandrum, you can have the chances of getting placed in different companies.

What is Machine Learning?

Have you ever thought that the world will change to a situation where artificial robots will come to your bedroom and deliver tea in the morning?. Have you ever thought of a self-driven car in this modern world?. To let you know, it is possible only because of machine learning.

Machine learning is a branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

How Machine Learning Works?

We can break out the learning system of a machine learning algorithm into three main parts.

  • A Decision Process :In general, machine learning algorithms are used to make a prediction or classification. Based on some input data, which can be labelled or unlabeled, your algorithm will produce an estimate about a pattern in the data.
  • An Error Function: An error function serves to evaluate the prediction of the model. If there are known examples, an error function can make a comparison to assess the accuracy of the model.
  • A Model Optimization Process: If the model can fit better to the data points in the training set, then weights are adjusted to reduce the discrepancy between the known example and the model estimate. The algorithm will repeat this evaluate and optimize process, updating weights autonomously until a threshold of accuracy has been met.

Machine learning is an important component of the growing field of data science. Through the use of statistical methods, algorithms are trained to make classifications or predictions, uncovering key insights within data mining projects. These insights subsequently drive decision making within applications and businesses, ideally impacting key growth metrics. As big data continues to expand and grow, the market demand for data scientists will increase, requiring them to assist in the identification of the most relevant business questions and subsequently the data to answer them. In general, Edure is the institute which provides best machine learning course in Trivandrum, Kerala and is one of the most sought courses by students and professionals, and most of them choose Edure to learn it.

Who is a Machine Learning Expert?

Machine Learning Specialist is a professional specialized in developing Machine learning, a branch of computer science that focuses on developing algorithms which can “learn” from or adapt to the data and make predictions. Students who are taught machine learning in Edure institute in Trivandrum are successfully placed in different companies.

Machine Learning Course in Kerala

Edure offers one of the best machine learning course in Kerala. Edure is considered flawless for providing machine learning courses to students. Students can study at the convenience of their time and Edure is rated high amongst institutes which provides machine learning course in Trivandrum, Kerala.

Applications of Machine Learning

  1. Image Recognition: Image recognition is one of the most common applications of machine learning. It is used to identify objects, persons, places, digital images, etc. The popular use case of image recognition and face detection is, Automatic friend tagging suggestion.
  2. Speech Recognition: While using Google, we get an option of "Search by voice," it comes under speech recognition, and it's a popular application of machine learning. Speech recognition is a process of converting voice instructions into text, and it is also known as "Speech to text", or "Computer speech recognition." At present, machine learning algorithms are widely used by various applications of speech recognition. Google assistant, Siri, Cortana, and Alexa are using speech recognition technology to follow the voice instructions.
  3. Self-Driving Cars: One of the most exciting applications of machine learning is self-driving cars. Machine learning plays a significant role in self-driving cars. Tesla, the most popular car manufacturing company is working on self-driving car. It is using unsupervised learning method to train the car models to detect people and objects while driving.
  4. Email Spam and Malware Filtering: Whenever we receive a new email, it is filtered automatically as important, normal, and spam. We always receive an important mail in our inbox with the important symbol and spam emails in our spam box, and the technology behind this is Machine learning. Below are some spam filters used by Gmail: Content Filter, Header filter, General blacklists filter, Rules-based filters, and Permission filters.
  5. Virtual Personal Assistant: We have various virtual personal assistants such as Google assistant, Alexa, Cortana, Siri. As the name suggests, they help us in finding the information using our voice instruction. These assistants can help us in various ways just by our voice instructions such as Play music, call someone, Open an email, Scheduling an appointment, etc.

The prospect of deep learning is immense. India's neighboring countries like china has its top notch in machine learning. Although India relies on china for all these technologies, India has a greater prospect in machine learning.

Why choose Edure for Machine Learning training in Kerala?

Edure is one of the best Machine Learning institute in Kerala. Edure is considered impeccable for providing machine learning courses to students and professionals. Students can study at the convenience of their time and Edure is rated high amongst institutes that provide Machine Learning training in Kerala.

How demanding is Machine Learning Course?

Machine learning is a lucrative career and it is the most sought course by students. Edure is the best machine learning institute in Kerala which provides machine learning course. For more information, visit the Edure App.

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  • Introduction To Machine Learning
  • Gradient Descent & Cost Function
  • Data Preprocessing
  • Regression
  • Classification
  • Clustering
  • Model Fine Tuning

Machine learning is used in circumstances where there is a need for improvement after deployment of a certain solution. For example- Machine learning algorithms are used in chatbots by customer service companies, E-commerce shopping companies like amazon, eBay. Flipkart etc provide recommendations and suggestions by using machine learning algorithms.

The 4 main types of machine learning are
  • Supervised learning
  • Unsupervised learning
  • Semi-supervised learning
  • Reinforcement learning

Machine learning is associated with the field of Mathematics and computers science. The algorithms are all dependant on data and uses it to improve the accuracy of its output.

Machine learning is a really rewarding career if you are interested in data, programming and math. Machine learning offers you a lot of career options to choose from, with the correct skillset, you can land a job as data scientist, NLP scientist, machine learning engineer and more.
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