Contributed by: Prashanth Ashok Ridge regression is a model-tuning method that is used to analyze any data that suffers from multicollinearity. This method performs L2 regularization. When the issue of multicollinearity occurs, least-squares are unbiased, and variances are large, this results in predicted values being far away from the actual values. The cost function for […]
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Machine learning is a field of artificial intelligence that allows systems to learn and improve from experience without being explicitly programmed. It has become an increasingly popular topic in recent years due to the many practical applications it has in a variety of industries. In this blog, we will explore the basics of machine learning,
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Machine learning is a type of AI that allows computers to learn from data, without being explicitly programmed. The demand for machine learning specialists is growing rapidly, with an estimated 50% increase in demand by 2020. Machine learning can be used for a variety of purposes, such as improving business processes, developing new products or
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What is POS tagging? Techniques for POS tagging POS tagging with Hidden Markov Model Optimizing HMM with Viterbi Algorithm Implementation using Python What is Part of Speech (POS) tagging? Back in elementary school, we have learned the differences between the various parts of speech tags such as nouns, verbs, adjectives, and adverbs. Associating each word
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Top Machine Learning Applications in 2023 Dynamic Pricing Transportation and Commuting Fraud Detection Virtual Personal Assistant Social Media Instant Translation Machine Learning, a sub-branch of Artificial Intelligence, has established itself as the new go-to technology for businesses worldwide. Whether it is e-commerce or healthcare, almost all the industries are using Machine Learning extensively to make
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Several high-profile firms across the world have been crumbling in the wake of data breaches and large-scale identity theft. In the number of fraud reports recorded, identity theft accounts form an alarmingly high number, even without all organisations and financial institutions in picture. Identity theft can take place at any time and to anyone, which
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21st century has witnessed an unparalleled evolution in the automotive industry. From electric cars to self-driving engines, automobiles have raised consumer expectations. Needless to say, this would not have been possible without breakthrough technologies like machine learning, data science and more. Let’s take a closer look at their applications in the automobile industry to understand
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