Introduction of "Blockchain Analytics" (pdf)
Blockchains, Crypto Currencies, Network Analytics
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Blockchains, Crypto Currencies, Network Analytics
This course provides insights into the area of one of the most demanded digital technologies — Blockchain technology (BC tech). The objectives of the course: Understand essential elements of BC tech; Understand practical applications and technological implementations of BC ; Overview impact of BC influence on economics and finance; Use modern technical tools to display data insights.
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- 0 Rating
- 0 Reviews
- 101 Students Enrolled
Course Content
23 courselets
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1.69 M |
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Create Quantlets (video)
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5 min | |
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Create Quantlets (pdf)
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7.32 M |
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Quantinar - A P2P Knowledge Platform (video)
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30 min | |
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Quantinar - A P2P Knowledge Platform (pdf)
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15.61 M |
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Cryptos, NFTs, Digital Assets (pdf)
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30.47 M | |
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Cryptos, NFTs, Digital Assets (video)
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38 min |
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Blockchain Technology - An Introduction (video)
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27 min | |
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Blockchain Technology - An Introduction (pdf)
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47.36 M |
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Chapter 1.1 (pdf)
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2.21 K | |
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Chapter 1.1 (video)
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19 min |
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Understanding Smart Contracts - Hype or Hope? (video)
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41 min | |
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Understanding Smart Contracts - Hype or Hope? (pdf)
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18.69 K |
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Introduction (video)
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34 min | |
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Introduction (pdf)
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37.35 M |
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A Machine Learning Based Regulatory Risk Index for Cryptocurrencies (pdf)
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11.85 M | |
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A Machine Learning Based Regulatory Risk Index for Cryptocurrencies (video)
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22 min |
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NFTs VizTech (video)
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19 min | |
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NFTs VizTech (pdf)
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22.53 K |
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Blockchain Mechanism and Distributional Characteristics of Cryptos (pdf)
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17.1 M | |
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Blockchain Mechanism and Distributional Characteristics of Cryptos (video)
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17 min |
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Dynamic Crypto Networks (video)
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29 min | |
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Dynamic Crypto Networks (pdf)
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13.41 K |
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Cross-exchange Crypto Risk: A High-frequency Dynamic Network Perspective (pdf)
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3.51 K | |
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Cross-exchange Crypto Risk: A High-frequency Dynamic Network Perspective (video)
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17 min |
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FRM for Cryptos (video)
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50 min | |
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FRM for Cryptos (pdf)
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9.06 M |
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Impact of Elon Musk‘s Twitter Feed on Cryptos (pdf)
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5.15 M | |
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Impact of Elon Musk‘s Twitter Feed on Cryptos (video)
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13 min |
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Reddit Sentiment BTC Returns (pdf)
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29.78 M | |
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Reddit Sentiment BTC Returns (video)
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20 min |
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AI and its future (video)
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27 min | |
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AI and its future (pdf)
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56.75 M |
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Crypto-Backed P2P Lending (video)
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41 min | |
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Crypto-Backed P2P Lending (pdf)
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4.47 M |
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“Crypto Currency Returns” (video)
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19 min | |
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“Crypto Currency Returns” (pdf)
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6.31 M |
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Robust Markowitz for crypto-assets (pdf)
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5.96 M | |
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Robust Markowitz for crypto-assets (video)
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45 min |
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代 DAI Digital Art Index (video)
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28 min | |
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代 DAI Digital Art Index (pdf)
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53.46 M |
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Green Silence: Double Machine Learning for Carbon Emissions Under Sample Selection Bias (pdf)
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2.53 M |
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High dimensional change point estimation on the community structure of networks (pdf)
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2.95 M |
Requirements
- DEDA, Statistics of Financial Markets, MVA Course
General Overview
Description
Blockchain and other distributed ledger technologies (DLT) have defined a transformative era by ensuring data security and enabling traceable transfers. Over recent years, digital currencies or cryptocurrencies (cryptos) have transitioned from digital novelties to trillion-dollar technologies, poised to reshape the global financial system. In particular, Central Bank Digital Currencies (CBDCs) have surged to prominence, sparking discussions and controversies. The Economist said, "Divide the Cryptocurrency Sheep from the Blockchain Goats.” There is a widespread tendency to overlook the functionalities and capabilities of the underlying blockchain, while society often places a strong emphasis on technology hype. In fact, numerous industrial instances showcase successful empowerment through the adoption of emerging technologies, thereby advancing their markets. As one pillar of the Fourth Industrial Revolution, blockchain technology is catalysing a profound transformation across industries. Its global impact is evident as it furnishes a secure and tamper-proof mechanism for recording and tracking digital transactions. This course provides a comprehensive introduction to blockchain technology, exploring its fundamental concepts and applications through the lenses of economics and statistics.
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Meet the instructors !
About the Instructor
Wolfgang Karl HÄRDLE attained his Dr. rer. nat. in Mathematics at Universität Heidelberg in 1982 and in 1988 his habilitation at Universität Bonn. He is Ladislaus von Bortkiewicz Professor of Statistics at Humboldt-Universität zu Berlin and the director of the Sino German Graduate School (洪堡大学 + 厦门大学) IRTG1792 on “High dimensional non stationary time series analysis”. He directs IDA Institute for Digital Assets,
University of Economic Studies, Bucharest, RO. His research focuses on data analytics, dimension reduction and quantitative finance. He has published over 30 books and more than 300 papers in top statistical, econometrics and finance journals. He is highly ranked and cited on Google Scholar, REPEC and SSRN. He has professional experience in financial engineering, S.M.A.R.T. (Specific, Measurable, Achievable, Relevant, Timely) data analytics, machine learning and cryptocurrency markets. He has created the www.quantlet.com platform, a cryptocurrency index, CRIX www.royalton-crix.com He is 玉山学者 （Yushan Scholar), web page hu.berlin/wkh
About the Instructor
Wolfgang Karl HÄRDLE attained his Dr. rer. nat. in Mathematics at Universität Heidelberg in 1982 and in 1988 his habilitation at Universität Bonn. He is Ladislaus von Bortkiewicz Professor of Statistics at Humboldt-Universität zu Berlin and the director of the Sino German Graduate School (洪堡大学 + 厦门大学) IRTG1792 on “High dimensional non stationary time series analysis”. He directs IDA Institute for Digital Assets,
University of Economic Studies, Bucharest, RO. His research focuses on data analytics, dimension reduction and quantitative finance. He has published over 30 books and more than 300 papers in top statistical, econometrics and finance journals. He is highly ranked and cited on Google Scholar, REPEC and SSRN. He has professional experience in financial engineering, S.M.A.R.T. (Specific, Measurable, Achievable, Relevant, Timely) data analytics, machine learning and cryptocurrency markets. He has created the www.quantlet.com platform, a cryptocurrency index, CRIX www.royalton-crix.com He is 玉山学者 （Yushan Scholar), web page hu.berlin/wkh