Machine Learning Data Analytics Tool
Machine Learning Data Analytics Tool
technology application

Machine Learning Data Analytics Tool

2
domains
20
stories
6
SDGs
updatedApr 9, 2021
image

©BAIVECTOR @ stock.adobe.com

By using self-improving algorithms to extract data and calculate statistical inferences, it is possible to gather predictive insights on future events.
By using self-improving algorithms to extract data and calculate statistical inferences, it is possible to gather predictive insights on future events.

Machine Learning Data Analytics use self-improving algorithms to extract data and calculate statistical inferences, providing predictive insights on future events. While traditional data analysis uses a static model built on past data and specialist interference, machine learning automatically looks for predictor variables and their interactions, starting with the outcome variables. When the machine learning algorithm is given a goal, it learns from the collected data which factors and variables are important to achieve that goal. Without relying on specific programming, the algorithms are in constantly improving as more information is collected and analyzed.

Gender Equality

Challenges

  • In oppressive governments or companies, these systems may be used to deliberately retain pay gaps or even automate the harassment of female workers.

Opportunities

  • Potential to overcome cultural and social norms, which can entail gender biases in education, business, etc.

  • Gender-sensitive advisory services for vocational training actors due to recurring data collection.

Related Content

20 stories
7 organizations
2 technology domains
10 industries
  • Agriculture
  • Communications
  • Defense & Security
  • Finance
  • Retail & Logistics
  • Government & Citizenship
  • Healthcare
  • Media & Interface
  • Environment & Resources
  • Energy
30 topics
  • Adapting to Climate Change
  • Agriculture and Climate Change
  • Basic Energy Services
  • Economic Policy
  • Digital Economy
  • Digital Governance and Society
  • Insurance
  • Investments
  • Agricultural-based Economic Development
  • Agricultural Policy and Rural Development
  • Anti-Corruption & Standards of Integrity
  • Decentralization & Local Governance
  • Displacement and Migration
  • Energy Efficiency
  • Environment Policy, Economics, and Management
  • Food and Nutrition Security
  • Global Health
  • Green and Climate Finance
  • Green Economy
  • Higher Education
  • Human Rights
  • Inclusion of People with Disabilities
  • Inclusive Finance
  • Land Governance
  • Prevention and Management of Acute Crises and Disasters
  • Social Protection Systems
  • Rural Agricultural and SME Finance
  • Rule of Law
  • Universal Health Coverage
  • Urbanization
6 SDGs
  • 06 Clean water and Sanitation
  • 07 Affordable and Clean Energy
  • 11 Sustainable Cities and Communities
  • 09 Industry, innovation and infrastructure
  • 12 Responsible Consumption and Production
  • 13 Climate Action