This course at National Taipei University delves into fundamental concepts, research issues, and practical applications of Big Data Analysis. Taught by Dr. Min-Yuh Day, the syllabus covers topics such as AI, machine learning, deep learning, and industry practices related to big data analysis. Studen

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Join the adventure with Peet and the Slimeville Monsters in the Big Five book as they navigate through lockdown situations in school. The deck provides discussion questions, vocabulary definitions, and activities to engage young learners in critical thinking and preparedness skills.

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Over the past two decades, there has been a significant proliferation of big data, leading to the emergence of new challenges and opportunities in economic policy formulation. The use of big data, with its three defining characteristics (volume, velocity, and variety), poses questions about the futu

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Explore how individual personalities and behaviors impact the modern work experience. Learn about personality traits, character qualities, and personality testing methods like Myers-Briggs and The Big Five. Dive into a class activity comparing introverts and extroverts for various job roles, and dis

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Explore the fascinating world of traits and genes, understanding how they are passed down from parent to offspring through chromosomes. Delve into the role of genes in controlling various traits such as hair color, eye color, and even unique characteristics like detached earlobes and widow's peak. D

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Explore the concept of self-acceptance through the Big I, Little i exercise. Discover how the Big I represents your totality, while the little i symbolizes various aspects of yourself. Reflect on your positive, negative, and neutral traits with guidance on filling in the Big I to gain a deeper under

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Culture is a complex whole that encompasses various aspects such as knowledge, beliefs, arts, morals, laws, customs, and more. Cultural traits, at the simplest level, are individual tools, acts, objects, or beliefs related to specific situations or needs, while cultural complexes are groups of inter

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Traits in organisms can be inherited, learned, or instinctive. Inherited traits are genetic and include characteristics like hair color and disease predispositions. Instinctive traits are inherent behaviors such as sleeping and grooming. Learned traits are behaviors acquired for survival, like house

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Sex-linked inheritance refers to the transmission of genetic traits determined by genes located on the sex chromosomes. This type of inheritance differs from autosomal inheritance due to the unique characteristics of the X and Y chromosomes. In organisms with XX/XY sex determination, genes on the X

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Discover in this lesson whether plants display variations in traits through the measurement of plant lengths. Students analyze data tables of carrots and leaves to observe trait variations and discuss patterns found in bar graphs and data tables. The focus is on understanding how to identify and int

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Leadership theories have evolved from trait theory focusing on personal qualities to behavioral theories emphasizing actions and interactions. While early research sought universal traits for leadership, it encountered challenges due to varied traits among leaders and non-leaders. Behavioral theorie

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Genetic traits in organisms can be qualitative or quantitative, with qualitative traits controlled by single genes and showing distinct variations, while quantitative traits are influenced by multiple genes and environmental factors, resulting in continuous variations. Qualitative genetics focuses o

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Personality assessments in interviews are valuable tools for evaluating a candidate's characteristics, abilities, and aspirations. Various types of assessments, such as structured and unstructured interviews, personality inventories like the Minnesota Multiphasic Personality Inventory, the Big Five

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Psychologists utilize traits to describe personality, addressing common misunderstandings about introversion and exploring the strengths and weaknesses of personality inventories. The consistency of personality traits over time and across situations is examined, along with the identification of insi

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Dive into the fascinating world of natural selection and traits with a focus on how organisms adapt to their environments. Learn about the importance of Charles Darwin's theories, the role of traits influenced by genes and the environment, and how natural selection drives the survival of the fittest

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Acquired traits are physical characteristics acquired during a living thing's lifetime, such as scars, and are not passed down from parents. Many acquired traits are also learned behaviors, like reading or flying, which animals develop after birth. Learned behaviors, unlike inherited instincts, are

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Quantitative genetics focuses on the inheritance of characteristics based on degree rather than kind, compared to qualitative genetics. It involves polygenes controlling quantitative traits, which exhibit continuous variation and can be measured using metric units. Qualitative traits, on the other h

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In this playful and colorful story, encounter the big green monster with big yellow eyes, sharp white teeth in a big red mouth, a long blue nose, two little orange ears, big purple hair, and a scary green face. Despite its appearance, the monster doesn't scare the storyteller and is told to go away

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Harnessing the power of big data in astronomy, this presentation by Curt Dodds from the Institute for Astronomy at the University of Hawaii, Manoa, delves into the utilization of national cyberinfrastructure to advance artificial intelligence access and foster innovation in the field. The discussion

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Delve into the world of genetics and ancestry analysis through SNPedia, a comprehensive resource for Single Nucleotide Polymorphisms (SNPs) information. Discover how Principle Component Analysis (PCA) simplifies genetic data to reveal insights into ancestry, traits, and informative SNPs. Explore exa

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Explore the intersection of big data and privacy through the insights of Bart van der Sloot. Delve into current privacy issues, the application of big data, legal frameworks, recent developments, and the challenges between big data and privacy protection. Gain knowledge from interactive debates, stu

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This research project led by Prof. Kazuo Ishii aims to develop a Big Data mining method and optimized algorithms for genomic Big Data, specifically targeting three major mental disorders including depression. The research process involves data analytics, mathematical modeling, and data processing te

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Exploring simple heredity through predicting and modeling phenotypes of Crazy Creatures, students are tasked with contrasting genotype and phenotype. The Crazy Traits lab data table is essential for recording alleles and genotypes, aiding in determining phenotypes for 14 different traits. By complet

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The world has evolved into a data-centric landscape where managing massive amounts of data requires the convergence of big data, big knowledge, and big crowd technologies. This transformation necessitates the utilization of domain knowledge, building knowledge bases, and integrating human input thro

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Big-Oh notation in algorithm analysis signifies how the runtime of an algorithm grows in relation to the input size. It abstractly characterizes the worst-case time complexity, disregarding constants and lower-order terms. The concept of Big-Oh, along with Big-Omega and Big-Theta, helps in comparing

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Big data presents both risks and opportunities for development initiatives, with the potential to enhance policy-making processes. While big data can improve the efficiency of public policy and administration, concerns arise regarding data accuracy, inclusivity, and transparency. Upholding privacy p

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Big data involves analyzing and extracting information from large and complex datasets that traditional software cannot handle. AI algorithms play a crucial role in processing big data to find patterns that humans may overlook. Ethical considerations arise in defining what is "interesting" in the da

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Explore various objective personality tests and traits, including examples of uni-dimensional traits such as Locus of Control, Type A/B personalities, Tolerance for Ambiguity, Need for Cognition, Bem Sex-Role Inventory, and more. Delve into the concepts introduced by psychologists like Julian Rotter

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Exploring concepts like traits, mutations, adaptations, and genetic changes in organisms to comprehend what makes individuals unique and how species evolve and adapt over time. The content delves into the inheritance of traits, the role of DNA segments, and distinguishing characteristics in living b

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Understanding the importance of personality development, this presentation by Dr. Rani Sarode delves into the various aspects that define an individual's character and behavior. It discusses the significance of traits like communication skills, interpersonal relationships, attitude towards life, and

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Explore the importance of team building, teamwork, and essential leadership traits. Learn about the purpose of a team, the need for teams in companies, forming effective teams, and the character traits that contribute to team success. Discover roles and responsibilities within a team to enhance coop

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Big data refers to vast and complex data sets difficult to process with traditional tools. Cloud computing tools like Hadoop and Spark enable the handling of big data. Types of big data include structured, unstructured, and semi-structured data. The evolution of technology, IoT devices, social media

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The EAA 2016 Symposium focused on the impact of big data in accounting and auditing, featuring presentations on using data analytics to enhance audit quality, the influence of big data on management accounting research and the accounting profession. Speakers highlighted the importance of dealing wit

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Delve into the world of plant traits and variation in this interactive lesson. Discover how plants exhibit different traits and explore the concept of variation within species. Engage in investigations, measurements, and discussions to deepen your understanding of plant characteristics. Uncover the

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Leadership involves guiding others towards shared goals through vision, inspiration, knowledge, and resilience. It distinguishes from management in focus and approach. Analyzing leadership involves assessing leader traits, situational factors, and follower dynamics. The leadership framework comprise

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Mega-Modeling is a comprehensive approach that encompasses model construction, evaluation, composition, evolution, and search to address challenges in various areas such as social and economic resilience, health, transportation, and energy management. The pillars of Mega-Modeling include Model-Drive

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Delve into the world of genetics through Mendel's groundbreaking experiments with pea plants, exploring traits inheritance, Punnett squares, dominant and recessive alleles, incomplete dominance, and co-dominance. Gain insights into how traits are passed from parents to offspring and predict offsprin

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Discussing the regulatory perspective on commercial versus humanitarian and development applications of big data, this conversation with regulators highlights the differences and similarities in utilizing data for various sectors. Emphasizing the importance of trust, confidentiality, and data securi

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Delve into the world of snakes to understand their shared traits and diverse variations. Discover how these variations in traits help snakes survive and reproduce, offering insights into their unique characteristics and evolutionary advantages.

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Personality assessment techniques include Eysenck's Personality Questionnaire, the Big Five traits theory, psychoanalysis, methods to access the unconscious mind, objective personality tests' advantages and disadvantages, and self-report inventories like the MMPI. Be cautious of the Barnum Effect in

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