Expansion Packs are DLC repositories which contain ready-made AI projects preloaded in your notebook machine. If you are a beginner, these packs will help you get hands-on experience and practice. If you are an expert already, these packs will help you in taking your idea to production faster by building on top of these packs. These packs are owned by you for your lifetime and will continue to receive updates.
Python
By CellStrat
Minimum Compatible Tier:
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
By CellStrat
Minimum Compatible Tier:
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
By CellStrat
Minimum Compatible Tier:
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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NLP
By Indrajit Singh and RameshBabu Lakshmanan
Minimum Compatible Tier:
NLP deals with the application of machine learning techniques for understanding and analyzing natural text. This pack gives you a deep dive on the foundational NLP techniques like ...
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Reinforcement Learning
By Shubha M and Jani Basha
Minimum Compatible Tier:
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
By Bismillah Kani and Ranjith Muralidharan
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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
By Nikhil Narayan and Nitish Kumar Singh
Minimum Compatible Tier:
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
By Gouthaman Asokan and Sonali Dubey
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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)
By Shashank TK
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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
By Bhavesh Laddagiri and Visakh Vr
Minimum Compatible Tier:
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
By Ashwin Gupta
Minimum Compatible Tier:
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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Audio-AI
By Manjunatha P
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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
By Pranav R and Pranav CR
Minimum Compatible Tier:
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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Quantum Computing
By Niraj Kale
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Quantum Computing is set to change the world soon with ultra fast scientific computation. Quantum computing is a type of computation that harnesses the collective properties of qua...
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Marketing Analytics
By Honey Yadav
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Marketing Analytics have more comprehensive applications of machine learning, deep learning, and artificial intelligence to understand customers and enhance the experience. Custome...
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