the3h - Hum Hain Hindustani
Topic: agriculture & rural development | authors | business & finance | design | economy | education | entrepreneurship & innovation | environment | general | healthcare | human resources | nonprofit | people | policy & governance | reviews | science & technology | university research
Date: 2013 | 2014 | 2015 | 2016 | 2017 | jan'18 | feb'18 | mar'18 | apr'18 | may'18 | jun'18 | jul'18 | aug'18 | sep'18 | oct'18 | nov'18 | dec'18 | jan'19 | feb'19 | mar'19 | apr'19 | may'19 | jun'19 | jul'19 | aug'19 | sep'19 | oct'19 | nov'19 | dec'19 | jan'20 | feb'20
E-learning platforms step in as schools, colleges forced to shutdown in India | Livemint, 13 mar 2020
How chatbots are changing India Inc | The Economic Times, 13 mar 2020
Top 5 challenges plaguing healthcare entrepreneurs, and the way forward | YourStory, 13 mar 2020
The Expanding Role of Technology in India's HR Industry | India Briefing, 13 mar 2020
India faces revenue fall as coronavirus bites economy: Sources | The Economic Times, 12 mar 2020
Is the worst really over for the country’s agricultural sector? | Livemint, 12 mar 2020
Video: The state of educational infrastructure in India | The Hindu, 11 mar 2020
Is India's health care system capable enough to deal with the novel coronavirus outbreak? | FirstPost, 11 mar 2020
The Indian Economist's Guide To Living In The Present | BloombergQuint, 08 mar 2020
Why innovation is primary in education and where India stands at the global scale | India Today, 07 mar 2020
Science & Technology
Mohammad Anas Wahaj | 19 jan 2020
Father of Artificial Intelligence, John McCarthy, said, 'Artificial intelligence is the science and engineering of making intelligent machines, especially intelligent computer programs.' AI is a growing field of technology globally and India is also making strides to stay ahead in this space. According to the 2018 PwC report, 'Artificial Intelligence in India - Hype or Reality' (Authors: Sudipta Ghosh, Indranil Mitra, Prasun Nandy, Udayan Bhattacharya, Deboprio Dutta, Shruti Kakar), 71% of respondents (business decision-makers and employees) believe AI will help humans solve complex problems & live richer lives; 67% would prefer AI assistance over humans as office assistants; 43% agree that the government will apply AI to improve global climate, health and education; 60% would prefer AI assistance over humans as financial advisors or tax preparers; 72% believe that AI can provide a better experience of one-to-one personalisation. The report also finds out that nearly all (93%) have major concerns regarding data privacy. Indian researchers are also influencing and contributing to the development of AI field. Here is the list of top AI researchers and influencers in India - (1) Sankar Kumar Pal (Scientist and former Director of the Indian Statistical Institute, Kolkata): Pattern Recognition and Machine Learning; Image/Video Processing; Data Mining; Soft Computing; Granular Computing; Fuzzy-Rough Computing; Neural Nets; Web Intelligence; Bioinformatics; Social Networks; Machine-Mind Development. (2) Krothapalli Sreenivasa Rao (Indian Institute of Technology Kharagpur): Signal Processing and Machine Learning in Speech Applications; Robust speech interfaces in the context of Indian languages; Signal processing and machine learning paradigms for automatic processing of Hindustani music; Big Data Analytics for speech, music, audio and video document representation, indexing, and retrieval tasks. (3) Bidyut Baran Chaudhari (Indian Statistical Institute, Kolkata): Digital Document Processing; Optical Character Recognition; Natural Language Processing; Statistical and Fuzzy Pattern Recognition; Computer Vision and Image Processing; Cognitive Science. (4) Pushpak Bhattacharyya (IIT Bombay): Natural Language Processing; Machine Learning; AI. (5) Sriparna Saha (IIT Patna): Text Mining Pattern Recognition; Natural Language Processing; Multi-Objective Optimization; Biomedical Information Extraction. (6) Sunita Sarawagi (IIT Bombay): Neural Models for Sequence Prediction with applications to dialog generation, translation, grammar correction, and time series forecasting; Domain Adaptation and Domain Generalization; Continuous, Reusable, Human intervenable and Modular Learning; Machine Learning models for reliable aggregate statistics over predicted variables; Graphical models for selective node labeling in social networks; Structure extraction from tables and lists on the web; Inference algorithms for graphical models in information extraction task. (7) Anush Sankaran (IBM Research): Applications of Machine Learning and Deep Learning with applications to computer vision and natural language processing. (8) Anuprriya Gogna (GE Healthcare): Optimization algorithms and learning architectures for various applications in the domain of healthcare, recommendation engines, and signal/image processing; Sparse Recovery; Matrix Factorization/Completion; Deep Learning; Recommender System Design. (9) Balaraman Ravindran (IIT Madras): Machine Learning; Spatio-temporal Abstractions in Reinforcement Learning; Social Network Analysis; Data Mining. (10) VP Subramanyam Rallabandi (National Brain Research Centre, Gurgaon): Mathematical Modeling; Neuroimaging; Machine Learning; Computational Biology; Knowledge-based Image Retrieval; Artificial Neural Networks; Fuzzy Logic; Soft Computing. Read on...
THE 10 REMARKABLE AI INFLUENCERS AND RESEARCHERS IN INDIA
Author: Smriti Srivastava
Mohammad Anas Wahaj | 17 jan 2020
Team of researchers led by Prof. Saptarshi Ghosh of Indian Institute of Technology Kharagpur have developed an AI-based (Artificial Intelligence) system to automate reading of legal case judgements. Although in countries like US, Britain, Japan, Singapore and Australia, AI is utlilized for legal research, review documents during litigation and conduct due diligence, analyse contracts to determine whether they meet pre-determined criteria, and to even predict case outcomes. But this research can become pioneering in Indian context as AI use in legal field is just taking off. India follows a Common Law system that prioritises the doctrine of legal precedent over statutory law, and where legal documents are often written in an unstructured way. The paper, 'Identification of Rhetorical Roles of Sentences in Indian Legal Judgments', based on the research received 'Best Paper Award' at JURIX 2019, the International Conference on Legal Knowledge and Information Systems, at Madrid. Other researchers in the project are - Paheli Bhattacharya (IIT Kharagpur), Kripabandhu Ghosh (Tata Research Development and Design Centre, Pune), Shounak Paul (IIT Kharagpur), Adam Wyner (Swansea University, UK). Prof. Ghosh says, 'Taking 50 judgments from the Supreme Court of India, we segmented these by first labelling sentences...then performing extensive analysis of the human-assigned labels and developing a high quality gold standard corpus to train the machine to carry out the task. We are trying to build an AI system which can give guidance to the common man about which laws are being violated in a given situation, or if there is merit in taking a particular situation to court, so that legal costs can be minimised.' The neural methods used by the team enables automatic learning of the features, given sufficient amount of data, and can be used across multiple legal domains. This method can help in several downstream tasks such as summarization of legal judgments, legal search, case law analysis, and other functions. Read on...
IIT Kharagpur develops AI-powered tech for reading legal cases
Mohammad Anas Wahaj | 08 oct 2019
Agriculture is one of the critical sectors of Indian economy as it employs about 50% of the working population and contributes 15-16% to GDP. Even though government policies are designed to make the sector benficial for those engaged in it, but the media is full of news describing the ailing condition of India's agriculture at the ground. Can entrepreneurs, full of ideas and working zeal, coupled with effectiveness and efficiencies of technology, become harbingers of change and transform the condition of not only the farms and their produce, but also the farmers and all other hard working people employed in the sector. Abhishek Agarwal, co-founder of TechnifyBiz, suggests that agri-tech entrepreneurs can tackle some of the problems of Indian agriculture and help grow the sector. He cites following issues - Depleted ground-water, low-quality seeds and ravaged soil quality due to over-use of chemicals; Lack of market linkage creates a considerable gap in the industry; Inadeguate transporation and storage; Scarcity of credit and high lending rates. He suggests that agri-startups can assist in standardization of agri-market practices through technology, aggregation and organized marketing. According to NASSCOM, sector had secured a funding of US$ 73 million in 2018. The agri-tech industry has been able to raise financing of over US$ 248 million till June 2019. Accenture says that digital agricultural services market is set to touch US$ 4.55 billion by 2020. Mr. Agarwal explains, 'Market linkage, farmer markets in the digital space, superior database management, digital agriculture and micro-financing are gaining in popularity, making the sector conducive to attract funding.' Agri-startups are encompassing both the production and after-harvest side of agriculture. He says, 'The various areas of improvement, like the reduction of input costs, better nutritional value in food crops, better quality seeds that drive crop production and improving soil quality. Using technology to predict weather patterns, irrigation cycles and soil quality are the focus of some startups. This enhances the quality of production...The use of smart technology and superior logistics infrastructure has created a new eco-system of agri-marketing. New-age startups are leveraging technology to tap the retail as well as B2B marketplaces through digital agronomy startups.' Read on...
Mohammad Anas Wahaj | 22 sep 2019
Project-based work is resulting in the rise of flexi or contractual staff hiring in India, partcularly in the IT-ITeS (Information Technology and IT-enabled Services) industry. According to the Talent Radar 2019 report by Infosys, the top 5 technical skills in demand for digital projects are - analytics, user experience, automation, IT architecture and artificial intelligence. Indian Staffing Federation (ISF) says that IT-ITeS sector tops flexi-staff adoption with around 12 out of every 100 employees being contractual or flexi staff and, this workforces is expected to grow to 720000 by 2021 from 500000 in 2018. Pankaj Khanna, VP of talent acquisition at Mindtree, says, 'The first advantage of flexi hiring is that demand can be fulfilled faster...Secondly, for requirements that are short term, it makes business sense to leverage the subcontracting/flexi hiring models without increasing the headcount.' U. B. Pravin Rao, COO of Infosys, says, 'As enterprises progress in their digital journeys, the winners will be those who utilize multiple hiring sources and reskill workers in a culture of lifelong learning.' According to Broadband India Forum, the IoT and AI-based applications will create over 2.8 million jobs in rural India over the next 8-10 years generating Rs. 60000 crore every year. Rituparna Chakraborty, President of ISF and co-founder of Teamlease, says, 'With emerging technologies such as AI and big data, new skill requirements are in demand. Flexi staffing is a solution to find out the right skills, based on project requirement.' Sivaram S., engagement manager at Zinnov, says, 'The focus on flexi-staffing is to quickly deploy talent for new-age areas such as AI, Machine Learning, and IoT, and drive velocity/agility in transformative engagements. It can be viewed as a means to augment existing digital engineering workforce in an organization, as there are challenges associated with hiring for specific skillsets.' Siddharth Pai, IT consultant and venture capitalist, says, 'The reason for the proliferation of project-based work, as opposed to long-term contracts is the global slowdown that is leading companies to hire for one-off projects so that they can easily let people off when there is no requirement.' According to Nomura Research, subcontractors are typically 15-20% (more) expensive than employees and are a margin headwind going into FY20F. Apurva Prasad, Research Analyst (IT) at HDFC Securities, says, 'Increase in sub-contracting resulted from a combination of surge in demand and staffing challenges on account of tech supply crunch.' Read on...
Mohammad Anas Wahaj | 05 sep 2019
Healthcare technologies enhance efficiencies, improve access and create informed patient-doctor relationships. Around the globe there is fast-paced adoption of these technologies. India too is undergoing health-tech transformation. According to a 15-country Future Health Index (FHI) 2019 report by Royal Philips, about 76% of healthcare professionals in India are already using digital health records (DHRs) in their practice. Moreover, 80% of healthcare professionals have shared patient information with other professionals inside their health facility, which is equal to 15-country average. India also meets the 15-country average when it comes to the usage of artificial intelligence (AI) within healthcare at 46%. Report also finds that a majority of Indian healthcare professionals who use DHRs in their practice report that DHRs have a positive impact on quality of care (90%), healthcare professional satisfaction (89%), and patient outcomes (70%) when compared to the 15-country average of 69%, 64% and 59% respectively. Rohit Sathe, President of Philips Healthcare (Indian Subcontinent), says, 'The report confirms that digital health technology is a pivotal pillar in delivering value-based care across the healthcare continuum in India. Tools including telehealth and adaptive intelligence solutions can help lower the barriers between hospitals and patients, thereby improving access to care and enhancing overall patient satisfaction, particularity in tier II & III cities in India.' Read on...
Mohammad Anas Wahaj | 27 aug 2019
Researchers from IIT-Madras (Tamil Nadu, India), Prof. Asokan Thondiyath and research scholar Nagamanikandan Govindan, have designed and developed a multimodal robotic system, termed as 'Grasp Man', that has good grasping, manipulation and locomotion abilities. Their research, 'Design and Analysis of a Multimodal Grasper Having Shape Conformity and Within-Hand Manipulation With Adjustable Contact Forces', is recently published in ASME Journal of Mechanisms and Robotics. The robot is fitted with a pair of graspers that provide morphological adaptation, enabling it to conform to the geometry of the object being grasped, and allowing it to hold objects securely and manipulate them much like the human hand. The two graspers are equipped with a robotic platform that provides behavioural adaptation. The robot will have various industrial applications such as pipe inspection, search-and-rescue operations, and others that involve climbing, holding, and assembling. Prof. Asokan says, 'The motivation behind this research is to realise a robot with a minimalistic design that can overcome the need for task-specific robots that are capable of navigating and manipulating across different environments without increasing the system complexity.' Read on...
Mohammad Anas Wahaj | 18 aug 2019
Startups are enabling tech-based transformation of India's retail sector through Android-based smart PoS (Point of Sale) devices. The promise of these devices goes beyond payments and makes supply chain more efficient with data analytics and potential credit scoring. Vicky Bindra, CEO of Pine Labs, says, 'Retailers and merchants from diverse sectors such as electronics, food and beverage, fashion, pharmacy, telecom, and airlines are adopting the new smart PoS machines to improve their efficiencies and enhance consumer's shopping experience.' Praveen Hari of industry association iSPIRT says, 'Today a smart PoS device is not just accepting cards, but they can also provide UPI (unified payments interface) pull transactions, QR codes (displayed on screens), NFC (near-field communication) transactions, wallet transactions, or basically, any payment mode that is available in India.' Ashish Jhina, co-founder of Jumbotail, says, 'Today smart PoS machines can do four key business functions: payment, billing, inventory management, wholesale procurement.' Smart PoS data is also valuable for credit scoring. Mr. Hari explains, 'The GST data itself is good enough for a lender to make a lending decision and the shopkeeper or his FMCG distributor now has an incentive to report all the transactions. The transaction data itself can help a lender make a lending decision.' Manish Patel, CEO of Mswipe, says, 'We have engineered a credit model where when our merchants can borrow money (to make wholesale purchases) from any of our NBFC partners, based on data we provide...In terms of recollection, the merchant can opt to pay back in daily and monthly instalments.' Read on...
Wireless, smart PoS devices revamping India's retail landscape
Author: Salman S. H.
Mohammad Anas Wahaj | 05 aug 2019
People with the twin passion of design and development of new products can transform into design entrepreneurs. They are able to control both the design and business processes. Vijayant Bansal, founder of World University of Design (India), explains what it takes to be a design entrepreneur and explores the shifting landscape of design entrepreneurship in India. He says, 'We are in the midst of a design revolution and increasingly design is gaining a lot of focus...But it's not easy starting from ground zero and working yourself towards achieving credibility, recognition and last but not the least, generating demand. This involves having to create a balance between what we want to create with what the customer wants; what is possible technically and how much of a resource pull will it involve.' Contemporary design entrepreneurship includes new product development, restoring crafts, innovating existing products and providing design services based on new & emerging technologies. Explaining the design revolution, he says, 'Designing is undergoing a metamorphosis, aided by new technologies and digital transformation of today. New and disruptive technologies like Artificial intelligence, IoT, Machine learning etc., are the biggest enablers, disrupting traditional processes and systems, enabling out of the box thinking and new ideas, which in turn reshape the entire user experience.' Universities can play an important role in guiding and mentoring students to pursue design entrepreneurship. Industry experts can also play a role in this and enable students to participate in hands-on training. Virtual products have also expanded the scope of design entrepreneurship with designers engaged in designing and developing games and apps. Design entrepreneurship is the new career paradigm. Mr. Bansal suggests, 'Today the scenario has undergone a sea change, with almost every industry, be it apparel, automobiles, film making, animation, product design or gaming, with design playing an intrinsic role in the entire process from an idea to the end product. It's worth the challenge if financial security and stability are not foremost on your mind and you have the patience and inclination to see through the entire process of making the design-centric idea into a successful venture.' Read on...
The Rise of the Contemporary Indian Design Entrepreneur
Author: Vijayant Bansal
Mohammad Anas Wahaj | 16 may 2019
The research, 'Development of a pathological healthcare system for early detection of neurological gait abnormalities', by Prof. Anup Nandy of National Institute of Technology (Rourkela, India) in collaboration with Prof. Gentiane Venture of Tokyo University of Agriculture and Technology (TUAT, Japan), aims to address human aging utilizing low-cost software solutions to early diagnose neurological gait abnormalities. Anomalies and abnormalities found in a person's walking style are termed as gait abnormalities. As human beings have different anatomical structure depending on age, gender and body-weight, they are prone to various gait abnormalities. Due to lack of awareness of such diseases and problems, the abnormalities get unnoticed at the initial stages. Moreover, the assessment becomes a little less credible without proper software and automation that uses data analysis. Scientists applied high level Machine Learning Algorithms for detection and periodic assessment of abnormalities. The software with the techniques of deep learning detects the various gait (walking) patterns, assess the collected data on specific parameters and the identified data is used in the detection or observing patient's improvements in various abnormalities like Cerebral Palsy, Parkinson's Disease and Equinus gait. Prof. Nandy says, 'As computer science enthusiasts and researchers, it's our responsibility to serve society and contribute to the betterment. This noble approach bridges the gap between Computer Science and Medical Science and is instrumental in the detection and assessment of various diseases. The low-cost software becomes affordable to everyone and can be beneficial to many in general.' Read on...
Monday Morning - NIT Rourkela:
IMPACTING LIVES AND BEYOND: PROF. ANUP NANDY'S RESEARCH ON GAIT ABNORMALITIES
Author: Animesh Pradhan
Mohammad Anas Wahaj | 09 apr 2019
According to the recent report 'India Digital Ad-fraud Market 2018' by techARC, the total size of digital ad-fraud in India stood at staggering US$ 1.63 Billion, which is 8.7% of the global size. The report projects 23% increase in digital ad-fraud in 2019. Digital Commerce contributed more than half 51% of the total ad-fraud in India. While, Leisure & Travel (26%), Entertainment & Gaming (13%), Banking & Finance (8%), Healthcare & Pharma (1%) and Others (1%). Although, App Fraud contributes to over 85% of the total digital ad-fraud, the organizations should not ignore the web platforms. Web platforms are more susceptible to frauds as in several organizations the digital teams are primarily focusing on the app, leaving the web space vulnerable. As video is increasingly becoming the preferred medium of content, it is also attracting fraudsters to exploit this advertising channel. The report finds that businesses who have an ad-fraud solution in place are better equipped to have higher levels of customer engagements. Faisal Kawoosa, Founder & Chief Analyst at techARC, says, 'Digital ad-fraud is getting increased attention from the C-level leadership of evolved organisations, where it is no longer an agenda of a CDO or CMO. The impact of digital ad-fraud now goes beyond diminishing the returns on marketing spends and can jeopardize the entire digital transformation journey hampering Brand Equity, Relevance and Positioning among other ramifications.' Read on...
Mohammad Anas Wahaj | 07 apr 2019
Biotechnology is expected to be the next big thing for the Indian economy, just like the IT industry has been, explains Amit Kapoor, President & CEO of India Council on Competitiveness and Honorary Chairman at Institute for Competitiveness. According to him, '...biotechnology industry seemed poised to take over the mantle. In the span of a decade beginning in 2007, the industry has grown exponentially in size from about US$ 2 billion to over US$ 11 billion in terms of revenue. By 2025, it is targeted to touch US$ 100 billion.' In the past, both Green Revolution (agricultural transformation) and White Revolution (dairy sector transformation) became successful because of the contributions from biotechnology. At present India's rising competitiveness in pharmaceuticals is also the result of biotechnological advancements and research. Moreover, energy needs of rural areas are also met by biomass fuel, produced through application of biotechnology. Mr. Kapoor explains evolution of biotechnology in India, 'As early as 1986, Rajiv Gandhi, recognising the potential of biotechnology in the country's development, set up the Department of Biotechnology...Department of Biotechnology has set up 17 Centres of Excellence at higher education institutions across the country and has supported the establishment of eight biotechnology parks across different cities...Biotechnology Industry Research Assistance Council (BIRAC) in 2012, which has successfully supported 316 start-ups in its six years of existence...As of 2016, India had over a thousand biotechnology start-ups.' According to Mr. Kapoor, the sector faces many challenges and they need to be addressed effectively and promptly - (1) India's research and development expenditure is quite low at 0.67% of GDP, not only compared to mature biotechnology economies such as Japan and the US (around 3%) but also in comparison to emerging economies like China (around 2%). (2) Specific to the biotech pharmaceutical sector, there are a few India-specific challenges with the country's IP regime. There are two main areas of contention for the industry in India's approach to intellectual property. The first issue lies in Section 3(d) of the Patents (Amendment) Act, 2005, which sets a higher standard for patentability than mandated by TRIPS. The industry argues that India's stricter standards for patents discourages innovation and dampens foreign investment. The second issue is that of compulsory licensing, which gives the government power to suspend a patent in times of health emergencies. Although India has used this option only once, the industry feels that such regulations keep investors clear of Indian markets. (3) Another challenge lies in the risk involved in the Valley of Death, that is, the risk of failure in the transition of innovative products and services from discovery to marketisation. Most of the early research funding, often provided by universities or the government, runs out before the marketisation phase, the funding for which is mostly provided by venture capitalists. It becomes difficult to attract further capital between these two stages because a developing technology may seem promising, but it is often too early to validate its commercial potential. This gap has a huge impact in commercialisation of innovative ideas. Read on...
The Economic Times:
Why biotechnology can be Indian economy's next success story
Author: Amit Kapoor
Mohammad Anas Wahaj | 06 apr 2019
India is a diverse economy with a large population size. The availability of correct data is a challenge. But there are reliable and free sources that contain datasets and data visualisations of the Indian economic scenario that can be utilized by data scientists - (1) NITI Aayog (Salary Expenditure): It is part of data.gov.in website. An expense or expenditure made to the employees for their work in terms of salary is known as Salary expenditure. It is an outflow of money from the Government for different services. The Data contains Actual, Pre-actual and Budgeted Expenditure for Salary expenditure, total expenditure, Revenue Expenditure, Salary expenditure as percentage of revenue expenditure (net of IP & Pension) and Salary expenditure as percentage of total expenditure of states & union territories. (2) Open Budgets India (openbudgetsindia.org): The portal provides budget information of different tiers of government in India (Union Budget, State Budgets, and Budgets of several Municipal Corporations across the country) in accessible and open (non-proprietary) formats. The four major features of the portal, as of now (in the beta version), are - Budget documents (i.e. the original PDF documents); Machine Readable Datasets (for those budget documents, where it was technically feasible to prepare machine readable datasets); Visualizations (or infographics) generated from the machine readable datasets; and Budget basics (for greater familiarity with budget concepts, processes and documents). The portal includes twelve broad sectors that represent Union and State Budget expenditure on both Economic Services and Social Services. It has 10.6k datasets from 509 budget sources. (3) Ministry Of Statistics (Indian Income Tax): It is part of data.gov.in website. The data refers to details on receipts under income tax from 2000-01 to 2011-12 in head of account such as Minor Head-Other Receipts, Minor Head-Surcharge, Penalties, Interest Recoveries, Primary Education Cess, Secondary and Higher Education Cess. (4) NITI Aayog (Manufacturing GDP): It is part of data.gov.in website. The data refers to information on contribution to manufacturing GDP in the 11th Five-Year Plan and employment in 2009-10 in different segments of the manufacturing sector. It projects employment in 2016-17 and 2024-25 in different segments of manufacturing in two different scenarios. (5) Ministry Of Finance (Statistical Appendix): It is part of the Economic Survey. Website is mofapp.nic.in:8080/economicsurvey. Includes Economic Survey 2017-18 and previous ones. The Statistical Appendix has following sections along with their sub-sections - National Income and Production; Budgetary Transactions; Employment; Monetary Trends; Prices; Balance of Payments; Foreign Trade; External Assistance; Human Development Indicators. Data files can be downloaded in Excel and PDF formats. (6) Ministry of Finance - Department Of Economic Affairs (Trade Balance Of India): It is part of data.gov.in website. The trade balance is the difference between the monetary value of exports and imports of output in an economy. It is one of the most important macroeconomic parameter. Data contains Exports, Imports and Trade Balance of India (in Rs Crore and US$ Million) from 1949-50. It also contains the percentage rate of change of exports as well as imports with respect to the previous year. The data has been provided by Department of Economic Affairs. (7) The World Bank (data.worldbank.org/country/india): Includes time series data on variety of topics like GDP, Population, School Enrolment, CO2 Emissions etc. DataBank is an analysis and visualization tool. (8) IMF DATA (data.imf.org): It provides access to macroeconomic and financial data. Asia and Pacific Regional Economic Outlook (APDREO) provides information on recent economic developments and prospects for countries in Asia and Pacific. India is included in this region. Read on...
Analytics India Magazine:
8 Free Resources On Indian Economy You Can Use For Your Data Science Projects
Author: Ram Sagar
Mohammad Anas Wahaj | 18 mar 2019
According to the recent NASSCOM CEO survey of 100 participants from IT and ITES sector, majority agreed that 2019 will have large digital deals and to gain part of this they consider making investments into products and platforms and intend to co-innovate with start-ups to build digital capabilities as a priority. In 2018, 40 global capability centers were opened in India and the number of digitally skilled workers has increased to 6 lakh. Industry leaders discussed the emergence of India as a preferred hub of new age innovation in the digital era at NASSCOM's Technology and Leadership Forum. Whether it is creation, storage or analytics, data is the big thing along with artifical intelligence or machine learning. Nivruti Rai, Country Head of Intel India, says, 'The two most important technologies which are critical from Intel's perspective are artificial technology and 5G transmission technology.' Sashikumar Sreedharan, Managing Director of Microsoft India, says, 'The fundamentals of technology, like services innovation and supportability in an automatic and self sustainable manner over the full lifecycle are some of the areas where innovation is happening at Microsoft.' Chetan Garga, Managing Director and Country Head of All State Insurance India, says, 'Business is driving innovation but also technology is driving businesses to do things differently, it's a two-way flow.' Innovation is critical and most business leaders agree that meeting the expectations of customers in the real world and understanding their needs is where the convergence lies. India with 1 billion population, large data size along with its complexity can become a test lab for the world. Pankaj Phatarphod, Managing Director & Country Head of Services at Royal Bank of Scotland (RBS), says, 'If it works in India It can work anywhere...I wish we had more applied research and smarter talent.' Read on...
India emerges as a preferred hub of new-age innovation
Author: Rukmini Rao
Mohammad Anas Wahaj | 08 jan 2019
According to the 'Global Highly-Cited Researchers 2018 List' by Clarivate Analytics, India has only 10 researchers among the world's 4000 most influential researchers. Even though India has many globally renowned institutions, but it lacks breakthrough research output. Top three countries in the list are - US (2639), UK (546), China (482). Prof. CNR Rao, world renowned chemist from Jawaharlal Nehru Centre for Advanced Sciences and named in the list, says, 'About 15 years ago, China and India were at the same level, but China today contributes to 15-16% of the science output in the world, while we currently contribute only 4%.' Prof. Dinesh Mohan, environmental science academic at JNU and included in the list, says, 'Areas such as climate change, water and energy are areas where research is more relevant nowadays. Where you publish your work is also important for impact.' Dr. Avnish Agarwal, also named in the list, says, 'We need to improve our research ecosystem...There is a lack of focus on quality research in Indian academia. If teachers do not do high-quality research, they will not be updated with new developments.' Others in the list are - Dr. Rajeev Varshney (Agriculture researcher at International Crops Research Institute for the Semi-Arid Tropics-ICRISAT); Dr. Ashok Pandey (Researcher at the Indian Institute of Toxicology Research); Dr. Alok Mittal and Dr. Jyoti Mittal (Researchers in environmental science, water treatment, green chemistry and chemical kinetics at the Maulana Azad National Institute of Technology); Dr. Rajnish Kumar (Researcher and professor at IIT Madras's Department of Chemical Engineering); Dr. Sanjeeb Sahoo (Researcher in nanotechnology at the Institute of Life Sciences); Dr. Sakthivel Rathinaswamy (Professor and researcher in Applied and Computational Mathematics at Bharathiar University). Read on...
ONLY 10 AMONG THE WORLD'S TOP 4000 INFLUENTIAL RESEARCHERS ARE INDIAN: REPORT
Mohammad Anas Wahaj | 31 dec 2018
In India there are central government run healthcare institutions, public state run institutions and private medical colleges that provide modern healthcare education mainly the four year degree MBBS and after that post-graduate degrees of MS and MD. India also have a number of institutions that provide degrees in other healthcare systems like Ayurveda (BAMS), Unani-Greek (BUMS), Homoeopathy (BHMS), Naturopathy etc. Moreover, there are vocational training institutes that provide skills and courses to develop other medical staff like nurses, health assistants etc. There are also corporate run and other private medical colleges and universities and training institutes. India's healthcare facilities are generally concentrated in urban areas while rural areas are generally served by public hospitals and centers. Private clinics are also present in both rural and urban areas. They are generally run by a single doctor or doctor couple and provide basic healthcare. Diagnostic centers are spread all over due to technological advancements and compact and affordable equipments. Healthcare has major disparities between urban and rural areas when it comes to healthcare access. Healthcare has become one of India's largest sectors - both in terms of revenue and employment. The industry comprises public and private hospitals, pharmaceutical companies, pathology and diagnostics, medical devices industry, clinical trials, outsourcing, telemedicine, medical tourism, health insurance and medical equipment. The public sector constitutes primary health centers, central research centers and hospitals, state-run research institutes and hospitals etc. The private sector provides majority of secondary, tertiary and quaternary care institutions with a major concentration in metros, tier-I and tier-II cities. According to National Family Health Survey-3, the private medical sector remains the primary source of health care for 70% of households in urban areas and 63% of households in rural areas. Rise of technology is creating new business models in the healthcare industry. Healthcare through smart phones and fitness trackers is new trend. Information technology is automating and streamlining various healthcare processes. Big data is creating new ways of improving healthcare delivery. Startups in India are promising to provide best healthcare at affordable cost more effectively. Latest healthcare equipment is not only imported but also manufactured in India. Digital technologies are enhancing every aspect of healthcare. Technology solutions are able to modernise current medical practices, reduce costs, eliminate any duplication of tests as well as streamline processes and update medical records in real time. Modern technology has great potential to increase access of healthcare services in rural communities, especially the ones where there is serious shortage of doctors. India has demonstrated since long a commitment to offer comprehensive healthcare to all citizens. This has been reaffirmed in the 12th Five-year Plan, National Health Assurance Mission, and more recently through Ayushman Bharat Program. However, the challenges remain and this goal has not been achieved as of yet. There are two critical components of successful healthcare systems. One is the financial aspects whereby citizens are protected against any eventuality and don't get into penury due to health spending. Second is the provision and delivery of healthcare services. It is imperative to ensure that healthcare infrastructure is sufficiently equipped to provide effective healthcare when needed by its citizens. Technology, public-private partnerships, access and affordability are the critical component in the future of India's healthcare. Better healthcare with policy, financial and physical framework will bring long-term benefits to the nation. Develop effective mechanisms to improve general health, and disease prevention strategies through campaigns, advocacy etc. To make India's citizens more aware about their health, inculcate better sanitization and cleanliness habits will help to improve overall health of India. Prevention before cure becomes the key for the country with the size and demographic profile like India. Health aware citizens, trained, sensitive and caring medical staff, cutting edge technologies and modern infrastructure, are the golden elements for a healthy future of India. Read on...
disclaimer & privacy