Introduction
Machine Learning can be described as a subset of Artificial Intelligence and is focused on designing and developing an algorithm that identifies the patterns existing in data provided as input. Organisations are using Machine Learning solutions to design virtual personal assistants, do video surveillance, provide online customer support, predict communications and lots more. ML and AI are greatly changing work processes, which is creating a demand for skilled Machine Learning engineers. You can learn the basics and advanced concepts of this emerging field at Manipal ProLearn.
Sample of Fresher Interview Questions
A few of the frequently asked Machine Learning interview questions for freshers are:
What is Fourier Transform?
Fourier transform is a generic method where generic functions are decomposed into a superposition of symmetric functions. Fourier transform can find the set of cycle speeds, phases and amplitudes to match any time signal. It can convert a signal from time to frequency domain and is a very common way to extract the features from audio signals or any other time series like sensor data.
What is Kernel trick?
It involves kernel functions which are enabled in higher-dimension spaces without simply calculating the coordinates of points within that dimension. Instead, the kernel functions compute only the inner products between the images of the pairs of data in feature space. This makes them very useful attribute of calculating coordinates of higher dimensions while being cheaper than the explicit calculation of the said coordinates. A lot of algorithms can be expressed in terms of inner products. Kernel trick can enable you to run algorithms in high-dimensional space with low dimensional data effectively.
What Are The Machine Learning Courses Offered At Manipal ProLearn?
Manipal ProLearn offers Machine Learning courses with Artificial Intelligence or Data Science. You can select a certification program based on your career path. Some of the Machine Learning courses offered at Manipal Pro Learn are:
We also have PG certification program in Data science and Machine learning
Why Learn Machine Learning at Manipal ProLearn?
In the Machine Learning course at Manipal ProLearn, you will master all machine learning concepts as well as techniques including supervised and unsupervised learning, heuristic aspects and hands-on modelling to develop algorithms. Our comprehensive Machine Learning curriculum is taught through videos, reading material, projects, assignments and live webinar sessions. You will also be prepared for any kind of machine learning interview questions for freshers after completing our training.
Enrol in our course today and build a successful career in Machine Learning. For more details, email us at info@manipalprolearn.com.