With the advent of Covid-19 pandemic and the swirling change it has brought to the industry, the already highly dynamic industry faces a technologically overwhelmed state. The whole of the world has undergone a digital transformation and employability surges its eligibility requirements more than ever in the last decade. The World Economic Forum’s Future of Jobs Report suggests that 50% of the global employees will have to reskill by 2025 with the adoption of technology increases. Upgrading IT skills is the best investment to be relevant in the industry and thrive into the technology-driven world. Technology changes with a wink of an eye and consequently reflects in the changing dynamics…
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Top Machine Learning Interview Questions And Answers
Machine learning (ML) is a technological wonder of 2020. It is a byproduct of artificial intelligence. Machine learning allows systems to learn and improve automatically through experience. The systems do not need any specific program means machine learning projects can be performed by beginners with no voice knowledge of specific programming languages. To be precise, machine learning permits systems to access data and use it to enhance their knowledge. Data analysts who work using artificial intelligence are in demand. Top companies offer a lucrative salary to people who are willing to work with machine learning. So, freshers are often curious to know what type of questions related to machine learning…
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What is Perceptron – A Complete Study
Perceptron is a section of machine learning which is used to understand the concept of binary classifiers. It is a part of the neural grid system. In fact, it can be said that perceptron and neural networks are interconnected. Perceptron forms the basic foundation of the neural network which is the part of Deep Learning. It is viewed as building blocks within a single layer of the neural network. Perceptron consists of four different mathematical parts – First is input value or one input layer Second, the net sum Third, weight and bias Fourth, Activation function A neural network which is made up of perceptron can be defined as a…
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How to Improve Data Science Skills
Data science is a collective pool of various algorithms, tools, machine learning principles that work in unison to extract hidden patterns from raw data. It requires a diverse set of skills and demands knowledge from aspects of mathematics, science, communication, and business. Honing a diverse skill set, data scientists gain the ability to analyze numbers and influence decisions. The core objective of data scientists lay in bridging the gap between numbers and actions by using information to affect real world decisions. This demands excellent communication skills along with understanding the implications of their analysis and recommendations to businesses. Data science skills are not confined to data, statistics and pre-defined tools,…
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A Complete Understanding of Data Science, AI, Machine Learning, & Deep Learning
You must have heard about these terms Data Science, Machine Learning, Artificial Intelligence, Neural Networks, Deep Learning, and many more. But what do these terminologies really mean? And for what reason would it be a good idea for you to think about any of these? Raise your hand if you’ve been trapped in the dilemma of distinguishing between Data Science, Machine Learning, Artificial Intelligence, and Deep Learning. Bring down your hand, pal, we don’t want to see it (smirk). Apparently, the three buzzwords are normally used conversely and do not really allude to similar things. So, in this article, I’m trying to answer all these questions to the best of…
