SkillUp 2021
| title | author | length |
|---|---|---|
| Surviving to Thriving: Skills for the future | Harish Subramanian | 45m |
Conference summary claims that the future of work pivots from job titles to adaptable skills, arguing professionals must augment technical and operating… | ||
| Role of Statistics in the era of Big Data | Rajeeva Karandikar | 38m |
Argument that classical statistical principles remain essential in Big Data, with concrete historical examples: opinion polls fail due to non‑representative… | ||
| Technology, Management, Data : Choosing what and how to learn | Abhinanda Sarkar | 43m |
World Economic Forum ranks data analysts and scientists among the top new jobs and degree programs converge: MTech and MBA curricula add cloud, analytics and… | ||
| Decoding Data Science Campus Placement in Covid times | Kaushik Sarker, Arpit Malhotra, Anindita Das | 43m |
Campus placements move largely online during COVID with companies shifting to remote tests and interviews and a reported 60% rise in firms using virtual… | ||
| AI applications in autonomous driving | Sourangshu Bhattacharya | 41m |
Uses the open-source Carla simulator to generate camera, depth and semantic labels and trains an affordance-based driving model; proposes a multi-criteria… | ||
| Learning the fundamental elements to build effective AI/ML products | Subarna Roy | 43m |
Cites Gartner that 80% fail to reach production and prescribes the CRISP-DM pipeline—business understanding, data exploration, feature engineering, modeling… | ||
| Getting ready for a career in Analytics and Data Science | Arnab K. Laha | 38m |
Explains that a career requires concrete skills: strong foundations in calculus, linear algebra, probability and statistical inference and regression, plus… | ||
| Choosing the right career in Artificial Intelligence | Nitin Gupta | 45m |
Breaks down AI careers by concrete roles and tasks, listing computer vision, natural language processing and speech‑to‑text as separate domains, and naming… | ||
| Data Engineering- The Fastest Growing Tech Job | Prasad Srinivasa, Sourav Saha | 45m |
Claim: Genpact reports 1800 data engineers and acquired Enquiro in Jan 2021 to scale data work. Focused roles include data orchestration services, data… | ||
| Fireside Chat - The Online Higher Education Landscape in India | Arjun Nair | 30m |
Online higher education in India now pairs top universities (IIT Madras, Jain, Northwestern, UT Austin) with platforms that run mentored learning cohorts of… | ||
| Core of Data Science and Open Source Resources | Sourish Das | 36m |
Outlines a four-stage path: foundation (probability, linear and multivariable calculus, matrix algebra, R and Python hands-on), core (data mining, supervised… | ||
| Global Data Science Masters and Career Opportunities in USA, Canada and Europe | Dakshinamurthy V Kolluru | 48m |
Claims that top data-science hires are strongest in programming, math and domain work and that LinkedIn lists ML engineer roles as highest-paying; cites a… | ||
| Data Science 2.0: From Outputs to Outcomes | Bill Schmarzo | 45m |
Argues that data is an economic asset and lays out a use-case, ROI-driven path from analytics outputs to measurable business outcomes: a value engineering… | ||
| Full stack AI design and development | Krishnav Dave | 02h 03m |
Shows a working full-stack pipeline that pulls two MySQL tables, merges and cleans them, label-encodes categorical fields, drops 121 missing cells from ~7,000… | ||
| Hands-on Session on Data Science for Beginners | Aishwarya Verma, Krishna Rastogi | 04h 02m |
Step‑by‑step workshop shows a runnable path from raw files to a deployed model: notebooks on Google Colab with GPU, hands‑on demos of array and matrix math… | ||
| Data Science Faculty Excellence Awards | 30m | |
A filmed awards ceremony recognizes data science teaching and research excellence across nine categories and names winners for lifetime achievement… | ||
| The AI dominated world – skills required for successfully navigating it | Amar Saxena | 46m |
Argues data science is enduring and shows concrete changes: banks using upgraded HD cameras and face‑matching to alert branch managers and improve service… | ||
| nothing matches | ||