Using data to succeed: tools for machine learning
Insights into key terms and processes involved when working with data science teams are revealed using an accessible narrative in this excerpt from Winning with Data Science
Former Senior Manager – Leadership and Organization Development, Infosys Leadership Institute, Infosys Limited, Professor and Head – Organizational Behaviour and Human Resource Management Area, Institute of Management, Christ (Deemed-to-be University) for close to two decades, presently Professor and Dean, Faculty of Management Studies, CMS Business School, JAIN (Deemed-to-be University).
Harold is a qualified industrial and organizational psychologist with over three decades of Postgraduate teaching, corporate training and research experience. He is a member of the Academic Council of three leading Business Schools in Bangalore. He has published extensively with over 100 plus articles in refereed and peer reviewed national and international journals and book chapters with an h-index of 14 and i10-index 20. He has won more than a dozen best paper awards at International conferences. His facilitation process is based on research, using diagnostic tools and psychometric instruments, videos, cases studies, and introspective learning. His interest lies in Human Behaviour and its application at the work place and has trained extensively in these areas with working managers, faculty members, Christian leaders, educational leaders, business graduates and working students. He is an elected member ofthe Societyfor Industrial and Organizational Psychology (SIOP), USA.
Aditya Singh is Dean of Athena School of Management in Mumbai, India where he also teaches leadership and differential thinking. He has nearly two decades of experience across the corporate sector, consulting, entrepreneurship, and academia. Â
Aditya is a Fellow of the Royal Society of Arts (FRSA) in London, a Fellow of the Royal Asiatic Society of Great Britain and Ireland (FRAS) in London, a Member of Chatham House, The Royal Institute of International Affairs in London, and a Member of the OECD Forum Network in Paris. He is also an active Rotarian. Â
Aditya sits on the Advisory Board of several start-ups, accelerators, and non-profits across the world with a special interest in firms focussing on the UN’s Sustainable Development Goals, circular economy, sustainability, and innovation.Â
He is a graduate of the Wharton School’s Accelerated Development Program (ADP) and holds an MBA from the S.P. Jain Institute of Management and Research in Mumbai. Â
Andrew is Chief Executive of AMBA & BGA. AMBA accredits 291 Business Schools in 75 countries and provides membership to 60,000 MBA students and graduates in 150 countries. Â
Andrew was Chairman of United Nations PRME (Principles for Responsible Management Education) for three years, from 2016 to 2018. He commenced his career with Thomson Holidays (now TUI), then the world’s largest travel tour operator. Â
He became Marketing and Commercial Director of Thomas Cook and then Sales and Marketing Director of Citibank Diners Club. He subsequently joined the Institute of Directors (IoD) as Chief Operating Officer. Â
He has interviewed more than 100 of the world’s most influential leaders in the fields of business, politics, sport, and entertainment, including Bill Gates, Baroness Thatcher, HRH The Duke of Edinburgh, Archbishop Desmond Tutu, Jack Welch, Sir Richard Branson, and Sir David Attenborough. Andrew has also visited 178 of the world’s 200 countries, on a global journey to become the first person to visit all 200 countries and tell the story, in images and words, of the most inspiring travel experiences on Earth. Â
Victor is the membership director at AMBA & BGA, responsible for the growth of the business school and student & graduate networks, as well as the services and benefits business school receive upon joining. Having joined AMBA & BGA in 2016, Victor has been involved in numerous successful projects including the AMBA Development Network (ADN), the launch of the Business Graduates Association and its membership and accreditation offering, and the enhancement of the student and graduate membership services offered to AMBA & BGA’s 65,000+ members. He has a strong passion for entrepreneurial management education that emphasises out-of-the-box thinking and responsible management principles.
Victor is a Swedish national educated at Hillsdale College in the US. He holds a degree in economics and business administration. 
Insights into key terms and processes involved when working with data science teams are revealed using an accessible narrative in this excerpt from Winning with Data Science
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