Monday, July 4, 2022
Friday, January 29, 2021
Books on Data Science in our Library
B27206 ANALYTICS IN A BIG DATA WORLD: THE ESSENTIAL GUIDE TO DATA SCIENCE AND ITS APPLICATIONS
By BAESENS, BART
NEW DELHI/WILEY INDIA/2014
005.74 BAE
B26162 CORE PYTHON
PROGRAMMING-2nd. ed.
By RAO, R. NAGESWARA
NEW DELHI/DREAMTECH/2018
005.133 RAO
By ACHARYA, SEEMA/CHELLAPPAN, SUBHASHINI
NEW DELHI/WILEY INDIA/2015
005.74 ACH/CHE
By PHIL, SIMON
NEW DELHI/WILEY INDIA/2013
005.74 PHI
B22963 HADOOP IN PRACTICE
By HOLMES, ALEX
NEW DELHI/DREAMTECH/2013
004.36 HOL
By KANE, FRANK
MUMBAI/PACKT/2017
005.74 KAN
By ABBOTT, DEAN
NEW DEIHI/WILEY/2014
005.74 ABB
MEB1167 DATA SCIENCE FROM SCRATCH: FIRST PRINCIPLES WITH PYTHON
By GRUS, JOEL
MUMBAI/SHROFF/2015
005.74 GRU
By SCHUTT, RACHEL/ONEIL, CATHY
MUMBAI/SHROFF/2014
005.74 SCH/ONE
MEB1150 DATA SCIENCE AND BIG DATA ANALYTICS:DISCOVERING,ANALYZING,VISUALIZING AND PRESENTING DATA
By EMC EDUCATION SERVICES
NEW DELHI/WILEY/2015
005.74 EMC
By CIELEN, DAVY/MEYSMAN, ARNO D.B./ALI, MOHAMED
NEW DELHI/DREAMTECH/2016
005.74 CIE/MEY
Why demand for math skills is surging in the technology world
Till about a decade ago, if you specialised in mathematics, you would end up being a teacher or a researcher. That has changed dramatically. Specialists in the field in India are now among the most sought after in the financial and technology world. Many of today’s leading digital technologies – artificial intelligence, machine learning, data science, big data, cyber security – need strong foundational knowledge of mathematics.
Wednesday, September 18, 2019
AI Boom In India: AICTE Will Launch B.Tech In AI; IBM Will Create AI Curriculum For Class 12th
As per the reports coming in, the All India Council for Technical Education (AICTE) has approved Bachelors of Technology(B. Tech) course in Artificial Intelligence(AI) and data science to fulfill the requirements coming for AI skills from different sectors,as informed by Anil Dattatraya Sahasrabudhe, AICTE chairman Chennai on Saturday.
Another report is coming from Bengaluru wherein the Central Board of Secondary Education(CBSE) has also announced for the addition of AI as an elective subject for students of classes 9 -12.
Why AI And Data Science?
Recently a news came from Public Sector Banks like SBI, IDBI hiring for specialized skills. According to analysts, there is a constant requirement of skilled workforce across all sectors and some of these positions remain vacant because of a lack of skilled manpower to fill these positions.
India stands among the top 5 countries in the world when it comes to AI-driven startups as the future prediction for 2025, most products will use this technology. It is also expected that companies will emerge across sectors with the use of AI in their products.
While companies are doing their part in the digitization of India, the education institutions in the country also has to gear up their game to enhance knowledge and prepare future generations to handle these requirements efficiently.
In IT companies also AI professional’s demand is growing exponentially. In September Infosys was in headlines for hiring resources for AI, UX and Automation technologies.
AICTE B.Tech Course In AI And Data Science
Sahasrabudhe said that a committee is formed to assess the need for offering degree programs in technology has approved AI and Data science courses as part of big transformation, During the session organized by Education Promotion Society for India (EPSI).
While talking about other technologies like the Internet of Things, Blockchain, and Cyber Security, he said that it was decided that they won’t need a full-fledged degree programs in these streams right now, but they can be offered as specialization.
He also informed that they have approved a semester-long training program and also made it compulsory for faculty members to improve the quality of education provided by AICTE.
AICTE constantly working on the quality of education it is providing to society. Some time back they have initiated a program in which the faculty promotions were supposed to be decided by the feedback provided by their students.
AI As Elective For CBSE Students
CBSE has announced to add AI as an elective subject for students in classes 9 – 12 and the curriculum of the subject will be decided by IBM India with the help of other subject experts.
According to reports, IBM will conduct a pilot project in 1,000 schools in various cities in the country. They are considering Bengaluru, Delhi, Kolkata, Bhubaneswar, Hyderabad and Chennai cities to start with before finalizing the curriculum and planning to embed it in CBSE curriculum from the next academic year. The pilot will be launched coming Wednesday in Delhi. (reference TOI)
The idea of launching AI in CBSE curriculum was proposed by Niti Ayog, the government’s think-tank.
Tuesday, August 20, 2019
A Review Of Google's Colab And CoCalc for Collaborative Data Science
Friday, August 16, 2019
Five Factors Shaping Data Science
Wednesday, August 7, 2019
What Skills Do Data Scientists Need
There is currently a huge demand for data scientists, which is a top-trending job with attractive salaries. But what are the skills and tools that employers are looking for.
It's a few years since we asked What is a Data Scientist and How Do I Become One? The answer given back in 2015 is still valid as a starting point:
Similar to a business/data analyst, data scientists combine knowledge of computer science and applications, modelling, statistics, analytics and math to uncover insights in data.
But what does this mean in terms of the skillset a data scientist should acquire. The question How to Become More Marketable as a Data Scientist has been tackled by the research team at CV Compiler, a company which provides guidance on creating a convincing resume to developers and others in the software industry. For an analysis of the skills required by data scientists the CV Compiler team looked at 300 Data Science vacancies from StackOverflow, AngelList, and similar websites. Then using their own text analytics tool, they identified the terms which were mentioned the most frequently and created this chart:
It needs to be noted that the research represents the preferences of employers, rather than of data scientists.
I would have expected to see "Machine Learning" near the top of the list because looking at job descriptions you discover that Machine Learning Engineers work in Data Science teams and that Data Science Interns can expect to "gain valuable AI/ML skills". Perhaps the two terms are so intertwined that knowledge of Machine Learning is assumed.
While R is frequently referred to as "the language of data science, Python outnumbering it in job vacancies makes sense in that Python a general-purpose language and currently trending when it comes to popularity. I'm surprised to see Scala quite so high and the complete absense of Julia both from the table and from the blog report write up where other skills and tools that gain substantial number of mentions are discussed. For example, while Big Data is in the table with 221 mentions, the term Data Mining, used for "collecting big data" isn't in the table despite but the fact that it had 128 mention in job vacancies is reported.
While SQL comes high in the list, and ETL (Extract, transform, load) is in the table, there's no mention anywhere Mongo DB or No SQL. On the other hand mentions of the open source Apache Spark outnumber those of Hadoop. Commenting on this Andrew Stetsenko writes:
According to the 2018 Big Data Analytics Market Study, Big Data adoption in enterprises soared from 17% in 2015 to 59% in 2018. Thus the popularity of Big Data tools also grew. [In addition to Spark and Haddoop] the most popular ones are MapReduce (36), and Redshift (29) .....some employers still expect candidates to be familiar with Apache Pig (30), HBase (32), and similar technologies. HDFS (20) is still being mentioned in vacancies as well.
As with Compiler CV's earlier report on the skills needed by JavaScript developers, the figures in brackets are the number of mentions.
Stetsenko also mentions the importance of data visualization, mentioned in 55 job vacancies and notes:
It’s crucial that you could represent the outcomes of your work in a format, understandable to any team member or a customer. As for the data visualization tools, employers prefer Tableau (54).
The fact that Computer Vision and NLP (Natural Language Processing) make it into the table serves to emphasize that AI and Data Science are inextricably linked and that knowledge of AI tools such as Tensorflow is well worth acquiring.
Source: https://www.i-programmer.info/news/197-data-mining/12988-what-skills-do-data-scientists-need.html (Accessed on August 7, 2019) |
Friday, May 3, 2019
How data sciences enable life-long learning
Thursday, May 2, 2019
Should Data Scientists Offer Their Skills For Free?
Monday, March 11, 2019
Train schoolgirls to help more women take up data science
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