Python

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Get started with learning python with exercises and notebooks preloaded in your instance. It includes comprehensive notebooks for learning everything necessary to start building AI...

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Machine Learning

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This pack is made to give you hands-on experience with learning and building machine learning algorithms in python. You will find regression, classification, clustering, real world...

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Deep Learning

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This pack gives you an entry into the world of deep learning with keras and tensorflow. You will learn about neural networks, image classification, text classification, text genera...

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Deep NLP

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NLP deals with the application of machine learning techniques for understanding and analyzing natural text. This pack gives you a deep dive on the modern NLP techniques like text p...

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Reinforcement Learning

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Reinforcement learning (RL) is an area of machine learning concerned with how intelligent agents ought to take actions in an environment in order to maximize the notion of cumulati...

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Deep Computer Vision

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Computer Vision is key to many algorithms today, from google photos to self driving cars. This pack contains projects on Computer Vision with Deep Learning to analyse and infer fro...

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Unsupervised Learning

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Unsupervised leanrning algorithms helps to discover hidden patterns or data groupings without the need of human intervention. This pack includes unsupervised techniques like Dimens...

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Graph Neural Networks

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Graph Neural Networks operates on data structured as graphs. GNNs have gained increasing popularity in various domains like social network, knowledge graph, recommender system. Thi...

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Generative Modelling (GANs)

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GANs are deep learning based generative models where two networks contest in a game. GANs are capable of generating realistic images, videos and audio. This pack includes implement...

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Generalized AI

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AGI is the ability of a machine to learn to perform a task as efficiently and generally like a human. This pack contains implementations of general AI systems like Genetic Algorith...

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OpenAI Algorithms

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OpenAI is a renowned AI Research Lab originally founded by Elon Musk & others. This pack contains implementation of cutting edge AI algorithms of OpenAI like CLIP, GPT2, etc.

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Deep Learning for Audio

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AI is extensively used in processing audio content. This pack will give hands-on experience to tasks like Urban Sound classification, Music genre classification, Music recommendati...

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Vision for Driverless Cars

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A self-driving car, also known as an autonomous vehicle (AV) or driverless car, is a ground vehicle that is capable of sensing its environment and moving safely with little or no h...

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