From Tamils to Malayalees, from Bengalis to Punjabis, the diverse Indian community in Singapore has played a large part in building the country. To understand the Indian community, one must know certain basic facts about them.First is their love for culture which transcends religious and linguistic differences. Some of the best classical Hindustani singers are Muslims. The best Malayalam singer of Hindu religious songs is a Christian.Second is their love of debates. Argument is part of Indian tradition because of the belief that truth can only be arrived at vigorous debate.The third characteristic is the community's respect for education. Indians, across castes and religions have always venerated knowledge and learning as being a value in itself.The fourth characteristic of the Indians is their devoutness: they take their religious duties seriously and perform them regularly.This celebratory volume highlights the progress, contributions and challenges of the community for the past 50 years since Singapore's independence in 1965.

From Tamils to Malayalees, from Bengalis to Punjabis, the diverse Indian community in Singapore has played a large part in building the country. To understand the Indian community, one must know certain basic facts about them.First is their love for culture which transcends religious and linguistic differences. Some of the best classical Hindustani singers are Muslims. The best Malayalam singer of Hindu religious songs is a Christian.Second is their love of debates. Argument is part of Indian tradition because of the belief that truth can only be arrived at vigorous debate.The third characteristic is the community's respect for education. Indians, across castes and religions have always venerated knowledge and learning as being a value in itself.The fourth characteristic of the Indians is their devoutness: they take their religious duties seriously and perform them regularly.This celebratory volume highlights the progress, contributions and challenges of the community for the past 50 years since Singapore's independence in 1965.

More Than The Eye Can See tells the story of Gopinath Pillai, a Singaporean businessman and diplomat who served as Singapore's Non-Resident Ambassador to Iran (1989-2008) and High Commissioner to Pakistan (1994-2001). Alongside working with prominent members of Singapore's pioneering generation to strengthen the country's manufacturing profile and international trade during the Cold War, he broke into liberalising India as a trailblazing entrepreneur and contributed to the nation's public life as the first Chairman of NTUC Fairprice and Founder Chairman of the Institute of South Asian Studies.A self-described 'Jack of All Trades', Gopi's memoirs frame episodes of personal struggle against milestones in the progress of the nation. Born in Singapore to Malayalee parents in 1937, Gopi spent his early childhood in India throughout the Japanese Occupation, where he witnessed the Communist Movement in Kerala first-hand. When he returned to Singapore in 1946, Gopi grew up in a multi-racial society taking its fledgling steps as a democracy. His career took him all over - to Thailand and Malaysia as an economist and journalist and the Middle East and America as a manager - reflecting Singapore's early industrialisation and the pursuit of its values and interests abroad and at home.Co-written with John Vater, More Than The Eye Can See offers a panorama of a man and his century.

Master advanced techniques and algorithms for deep learning with PyTorch using real-world examples Key Features Understand how to use PyTorch 1.x to build advanced neural network models Learn to perform a wide range of tasks by implementing deep learning algorithms and techniques Gain expertise in domains such as computer vision, NLP, Deep RL, Explainable AI, and much more Book DescriptionDeep learning is driving the AI revolution, and PyTorch is making it easier than ever before for anyone to build deep learning applications. This PyTorch book will help you uncover expert techniques to get the most out of your data and build complex neural network models. The book starts with a quick overview of PyTorch and explores using convolutional neural network (CNN) architectures for image classification. You'll then work with recurrent neural network (RNN) architectures and transformers for sentiment analysis. As you advance, you'll apply deep learning across different domains, such as music, text, and image generation using generative models and explore the world of generative adversarial networks (GANs). You'll not only build and train your own deep reinforcement learning models in PyTorch but also deploy PyTorch models to production using expert tips and techniques. Finally, you'll get to grips with training large models efficiently in a distributed manner, searching neural architectures effectively with AutoML, and rapidly prototyping models using PyTorch and fast.ai. By the end of this PyTorch book, you'll be able to perform complex deep learning tasks using PyTorch to build smart artificial intelligence models. What you will learn Implement text and music generating models using PyTorch Build a deep Q-network (DQN) model in PyTorch Export universal PyTorch models using Open Neural Network Exchange (ONNX) Become well-versed with rapid prototyping using PyTorch with fast.ai Perform neural architecture search effectively using AutoML Easily interpret machine learning (ML) models written in PyTorch using Captum Design ResNets, LSTMs, Transformers, and more using PyTorch Find out how to use PyTorch for distributed training using the torch.distributed API Who this book is forThis book is for data scientists, machine learning researchers, and deep learning practitioners looking to implement advanced deep learning paradigms using PyTorch 1.x. Working knowledge of deep learning with Python programming is required.

More Than The Eye Can See tells the story of Gopinath Pillai, a Singaporean businessman and diplomat who served as Singapore's Non-Resident Ambassador to Iran (1989-2008) and High Commissioner to Pakistan (1994-2001). Alongside working with prominent members of Singapore's pioneering generation to strengthen the country's manufacturing profile and international trade during the Cold War, he broke into liberalising India as a trailblazing entrepreneur and contributed to the nation's public life as the first Chairman of NTUC Fairprice and Founder Chairman of the Institute of South Asian Studies.A self-described 'Jack of All Trades', Gopi's memoirs frame episodes of personal struggle against milestones in the progress of the nation. Born in Singapore to Malayalee parents in 1937, Gopi spent his early childhood in India throughout the Japanese Occupation, where he witnessed the Communist Movement in Kerala first-hand. When he returned to Singapore in 1946, Gopi grew up in a multi-racial society taking its fledgling steps as a democracy. His career took him all over - to Thailand and Malaysia as an economist and journalist and the Middle East and America as a manager - reflecting Singapore's early industrialisation and the pursuit of its values and interests abroad and at home.Co-written with John Vater, More Than The Eye Can See offers a panorama of a man and his century.