After this module, you will be able to identify the goals and impact of recommender algorithms and analyze the ethical implications of algorithmic design, focusing on unintended consequences and potential negative effects. You will be able to explore how to shape human decision-making processes and how recommender algorithms take advantage of our biases. You'll be able to recognize how algorithms leverage cognitive biases to influence user behavior and the implications for information spread and examine negativity bias and its influence on human behavior in online interactions and social media. You'll also be able to explore the impact of the law of primacy, prevalent in ranked results, on decision-making in the digital realm and discuss why it is impossible to predict the behavior of social media algorithms, even for those who programmed them.

After this module, you will be able to identify and discuss the key components currently shaping the future digital age, including Artificial Intelligence (AI), the Metaverse, and Blockchain. You'll be able to recognize the historical transition from traditional knowledge processes to the current machine learning paradigm, emphasizing the role of data, goals, and algorithms in reshaping problem-solving approaches. You will be able to analyze the implications and applications of digital innovations, such as Blockchain's impact on property rights systems and the transformative potential of the Metaverse. You will also be able to differentiate between different types of neural networks, especially deep neural nets, like recurrent, convolutional, and transformer nets and how they are used and be able to comprehend the pivotal role of deep learning within AI, acknowledging its impact on solving complex problems and its contribution to Large Language Models (LLMs).

After this module, you will be able to identify and discuss the concept of digital twins and their role exploring capturing real-world dynamics in industry and policy-making, as well as, analyze the transformative potential of digital twins in decision-making processes in business. You will be able to explore the evolution of the word wide web with respect to what is referred to as Web 1.0, Web 2.0, and Web 3.0. and discover why the blockchain is such a big deal and what exactly is its contribution to the revolution of information storage. You'll be able to realize how the blockchain can provide solutions to property rights problems that were not solvable before and analyze practical applications of blockchain, including storing monetary values on it (aka cryptocurrency), art (aka NFTs), and contractual information (aka smart contracts), and their impact on ownership and business. Finally, you'll be able to discuss why the blockchain is so much more than crypto, and discover additional applications, such as with DAOs (Decentralized Autonomous Organizations).