• Case Study

Social Investment Explained

  • Source : Social Finance Academy
  • 1 November 2021
This guide explains social investment as the use of repayable finance to achieve social mission, distinguishing it from grants and donations. It covers the two main categories: debt (loans) and equity (shares), and provides seven key questions for organizations to consider before seeking social investment, such as financial needs, income streams for repayment, business model clarity, and social impact measurement. The resource aims to demystify social investment for social purpose organizations, including small charities.
  • Case Study

Assessment of the Feasibility of Impact Bonds in Kyrgyzstan

  • Source : UNDP
  • 1 November 2021
This report explores the viability of introducing impact bonds in Kyrgyzstan as an innovative financing mechanism to help achieve the Sustainable Development Goals (SDGs). It provides a comprehensive assessment of the country’s legal, institutional, and market readiness for these complex financial instruments. The study analyzes potential sectors for pilot projects, such as education and health, while identifying significant challenges like limited investor appetite, a nascent private sector, and the necessity for robust data infrastructure. The report concludes with actionable recommendations for creating an enabling ecosystem and designing a successful pilot.
  • Blog

What role does data science play in the energy sector?

  • Source : Selerity
  • 1 November 2021
This blog post explores the significant role of data science in the energy sector, driven by increasing energy demand. It highlights how data analytics optimizes electricity usage and explores alternative energy sources. Key applications include improving theft detection, enhancing smart grid security, balancing supply and demand, improving outage prediction, and refining customer experience. The article emphasizes how modern data science, leveraging real-time data and advanced analytics, is transforming the energy industry by providing valuable insights for efficient management and operational optimization.
  • Media Article

How Can Data Science Solve the Climate Crisis?

  • Source : Analytics Insight
  • 1 November 2021
This article highlights the transformative power of data science in addressing the climate crisis. It explains how machine learning and data visualization can analyze vast climate datasets to detect patterns, identify anomalies, and understand the causes and effects of climate change. The piece emphasizes how data science enhances global climate models, refines predictions, and reduces uncertainties in forecasts. Furthermore, it discusses how data analytics can optimize waste management and simulate complex climate scenarios to assess risks and inform policy decisions, guiding efforts toward a sustainable future.
  • Academic / Journal Article

Digitalization to achieve sustainable development goals: Steps towards a Smart Green Planet

  • Source : ScienceDirect (Science of The Total Environment)
  • 1 November 2021
This academic paper investigates the crucial role of digitalization in achieving the United Nations Sustainable Development Goals (SDGs), envisioning a "Smart Green Planet." It explores how digital technologies, including data science, AI, and IoT, can be leveraged to address complex global challenges such as climate change, poverty, and health disparities. The article outlines concrete steps and frameworks for integrating digital solutions into sustainable development initiatives, emphasizing the potential for innovation and efficiency in reaching environmental and social targets.
  • Blog

How Strategic Clarity Helped One Nonprofit Deliver Its Message to Staff, Constituents, and Funders

  • Source : Bridgespan
  • 1 October 2021
This case study showcases how a nonprofit strengthened internal and external communication through strategic clarity. By refining its mission, theory of change, and messaging, the organization improved team alignment, donor trust, and program focus. The post outlines practical exercises and communication tools used to achieve coherence. It demonstrates how clear strategy can enhance fundraising efficacy, stakeholder engagement, and organizational alignment.
  • Blog

Why Is There A Dearth Of Women In Data Science

  • Source : Analytics India Magazine
  • 1 October 2021
This article investigates the reasons behind the scarcity of women in data science, including the gender pay gap, limited career growth, male-dominated culture, and lack of mentorship. It notes that despite women comprising 55% of university graduates, only a small percentage enter data science (15-22%). Societal stereotypes, a perception of the field as theoretical and competitive, and workplace issues like bullying also contribute. The author suggests promoting STEM education for girls and addressing biases in recruitment and promotion to foster inclusivity.
  • Blog

Importance and Inclusion of Data Science and Analytics in the Indian Education Space and the NEP 2021

  • Source : Education for All in India
  • 1 October 2021
This article highlights the significance of integrating data science and analytics into the Indian education system, aligning with the National Education Policy (NEP) 2020. It discusses how educational management information systems like UDISE+ provide critical data for shaping universal school education. The content emphasizes leveraging data-driven insights to monitor educational trends, identify disparities, optimize resource allocation, and strengthen decision-making. The goal is to improve access, participation, retention, and quality of education to achieve universal enrollment by 2030, as envisioned by NEP 2020.
  • Media Article

Five Women in Data Science Share Advice on Taking Risks, Building Inclusivity and Harnessing ‘Street Cred' in Tech

  • Source : MastersinDataScience.org
  • 1 October 2021
This article features insights from five prominent women in data science who offer advice on career advancement, emphasizing the importance of taking risks, fostering inclusivity, and building credibility in the tech industry. They share their experiences and perspectives on navigating a male-dominated field, highlighting the need for mentorship, diverse teams, and advocating for oneself. The piece aims to inspire aspiring female data scientists and encourage a more inclusive environment within the technology sector.
  • Blog

Data Science in Education – The Modern Way of Learning

  • Source : DataFlair
  • 1 October 2021
This blog post explores the integration of data science into the education sector, presenting it as a modern approach to learning. It discusses how data analytics can personalize learning paths, identify struggling students, optimize teaching strategies, and improve overall educational outcomes. The article highlights the use of data to understand student engagement, assess curriculum effectiveness, and enhance administrative processes in educational institutions. It illustrates the potential of data-driven insights to transform traditional educational models into more adaptive and effective learning environments.
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