Category Archives for Data Science

Recurrent Neural Networks

Introduction to Recurrent Neural Networks (RNN)

Recurrent neural networks (RNN) are a part of a larger institution of algorithms referred to as sequence models. Sequence models made giant leaps forward within the fields of speech recognition, tune technology, DNA series evaluation, gadget translation, and plenty of extras. However, the outcomes of recurrent neural network work show the actual cost of the […]

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Decision Tree Algorithm

Introduction To Decision Tree Algorithm

Decision Tree is a kind of supervised learning technique that may be used for each classification and Regression issue, however principally it’s most popular for determination Classification issues. it’s a tree-structured classifier, wherever internal nodes represent the options of a dataset, branches represent the selection rules and each leaf node represents the result. Want to […]

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natural language processing

Introduction to Natural Language Processing (NLP)

Natural Language Processing (or NLP) is applying Machine Learning models to text and language. Teaching machines to grasp what is said within the spoken and written word is the focus of Natural Language Processing. Every time when you dictate something into your iPhone/Android device it truly is then converted to text, which is an NLP […]

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data science

Hands-On Data Science and Machine Learning Labs with Python

Data scientist is one of the best-suited professions to thrive this century. It is digital, programming-oriented, and analytical. Therefore, it comes as no surprise that the demand for data scientists has been surging in the job marketplace. However, the supply has been very limited. It is difficult to acquire the skills necessary to be hired […]

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reinforcement learning

An Introduction to Reinforcement Learning

Reinforcement learning is a type of machine learning technique where a computer agent learns to perform a task through repeated trial and error interactions with a dynamic environment. This learning approach enables the agent to make a series of decisions that maximize a reward metric for the task without human intervention and without being explicitly […]

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Deep Learning Vs Machine Learning

Deep Learning Vs Machine Learning

Deep learning is a machine learning technique that teaches computers to do what comes naturally to humans: learn by example. Deep learning is a key technology behind driverless cars, enabling them to recognize a stop sign or to distinguish a pedestrian from a lamppost. It is the key to voice control in consumer devices like […]

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Data Machine Learning Artificial intelligence Natural language processing

Introduction To Data Science and Machine Learning

Nowadays every company is using AI and ML to make their product more attractive. Data Science and Machine Learning are very trending and have more scope in the IT market. Data Science, Artificial Intelligence, and Machine Learning, these three terms have created a lot of buzz in recent times. This blog-post at k21academy.com/aiml11 will cover […]

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