Soraya Sedkaoui, University of Khemis Miliana, Algeria.
ISBN : 9781786309785
Publication Date : October 2024
Hardcover 240 pp
165.00 USD
Co-publisher
The human mind is endowed with a remarkable capacity for creative synthesis between intuition and reason; this mental alchemy is the source of genius. A new synergy is emerging between human ingenuity and the computational capacity of generative AI models.
Automated Data Analytics focuses on this fruitful collaboration between the two to unlock the full potential of data analysis. Together, human ethics and algorithmic productivity have created an alloy stronger than the sum of its parts. The future belongs to this symbiosis between heart and mind, human and machine. If we succeed in harmoniously combining our strengths, it will only be a matter of time before we discover new analytical horizons.
This book sets out the foundations of this promising partnership, in which everyone makes their contribution to a common work of considerable scope. History is being forged before our very eyes. It is our responsibility to write it wisely, and to collectively pursue the ideal of augmented intelligence progress.
1. Artificial Intelligence (AI) and Automated Data Analytics.
2. ChatGPT for Data Analytics.
3. Data Preparation for Analysis with ChatGPT.
4. Intuitive Query Creation with ChatGPT.
5. ChatGPT: The Advanced Analysis Wizard.
6. Prediction and Modeling with ChatGPT.
7. ChatGPT at the Service of Machine Learning.
8. Narrative Fascination: Data-driven Stories and Reports.
9. Power within Hands: Ethics, Orientation and Use.
Soraya Sedkaoui is a professor at the University of Khemis Miliana, Algeria. She is also a data analyst and strategic consultant. Her research interests include Big Data and the development of algorithms and models for business applications.
