Labour Law: Arbitration Case Study Student Name Institutional Affiliation                           Labour Law: Arbitration Case Study Summary The case study is between a medium-sized technology-based in Kitchener, Ontario, and one of its employees (Julio Baptista). Baptista was a Union Steward in the company. Baptista is accused of insubordination and harassment. As a result, he is issued a termination letter. This does not settle down well with him, and as such, he decides to alert his union CATR that files a grievance claim arguing that there was no just cause for termination. The paper examines a case (Baptista (CATR) V Paktech) in which the law and submissions/analysis are presented. The article also briefly highlights why the decision to terminate the case was right. Law Ontarian law regulates the employer’s and employees’ actions whenever a contract is entered. Firstly, the employee is required to protect or ensure safe working conditions. From the case study presented for the arbitration process, the complainant (Baptista) did not adhere…

Personal Statement Waist 40 inches, face diameter 20 cm, and weight 90 kg. For a fifteen-year-old in boarding school, simply put, I was obese. I was not happy. I felt depressed, drawn back, and unhappy. I kept to myself. I avoided standing or raising my hand in class due to the embarrassment of my huge frame. I became very stressed, causing my academic grades and performance in extracurricular activities to drop hugely. This needed to change and real fast.   Initially, I would do three laps around the school athletics field and call it off. The lifestyle change was made tougher with many avenues to cheat on my new convictions. I would salivate as others feasted on junk food while I ate my vegetables and fruit-based dinners. On my weak days, I would discreetly go to the canteen and buy crisps or candies, which I would eat under cover of the blanket deep in the night. After a couple of weeks of no reduction in my weight, I realized that I was lying to myself. I needed to face the…

                  ‘Cathedral’ Critical Short Response Assignment Name Institution   ‘Cathedral’ Critical Short Response Assignment Character The narrator of ‘Cathedral’?  Why is it significant that the narrator has no name?  What does this mean?  Why does the visit by the blind man disturb him?  How do the initial details in the first part of the story help to establish the conflict in this story? The narrator is an unnamed man in the story who is not happy about the coming of the visitor who is blind, and that unsettles him. The narrator’s significance lacks name because the author wants the readers to realize the true character of the man as a person who is fighting with himself. The narrator says, ‘And his being blind bothered me. My idea of blindness came from the movies.’  (1). The way the narrator describes the blind man in the quote is belittling. He views Robert as an emotionless walking corpse. He thinks Robert being blind makes him different, unlike other humans. He questions the long friendship of…

How to Upcycle the Most Basic Things in Your Wardrobe https://unsplash.com/photos/HCRYIjtGybs I’ve got news for you. You may have been destroying aquatic life for years. Wondering how? According to Sustain your Style, the fashion industry is the world’s second-largest toxic waste producer in the world! Most textile producers dump wastewater directly into marine life. The more you keep up with fast fashion, the more you indirectly help dump toxins into the water. So how can you stay stylish with fewer cloth store visits? Clothes upcycling. That’s right! You can get a little creative with your closet as it is, preserve the environment, and save money. Check out these ideas. Recreate White Converses with Dye https://unsplash.com/photos/Q1sn-rSpAJ4 There’s so much to do with old white converses. You can dye them in different colors and don’t even have to be artistic about it. Just splash some pink, blue and yellow dye on them or whatever color combo you like. Are you just bored? Switch regular laces with ribbons or get different colored laces for different looks. I promise you; they’ll look different each…

            Company Introduction and Background Order 745443 Student Name Institutional Affiliation                           Company Introduction and Background Order 745443 Company Introduction Learnica, Inc. is an online ed-tech organization that offers education solutions and learning programs for kindergarten kids through to the 12th-grade students. The company does this by providing a wide range of education programs in the classroom and at home. Several expectations and outcomes guide learners, parents, mentors/tutors, and the company at large (Learnica, n.d). The company employs a unique approach characterized by the “4M” model. The model comprises of four value pillars that offer learners a broad subject of knowledge, and in-depth understanding and lasting skills. Firstly, the company utilizes the student-centric method. In this method, Learnica’s TSLAT delivery is based on cognitive theories and scaffold instruction research (Learnica, n.d). Through this method, the students are made to understand that learning is about them. The programs therein offer a consistent medium of instruction across all the levels of education from K12 through…

Czech University of Life Sciences Prague   Faculty of Economics and Management   Department of information engineering           Bachelor Thesis   Data science       Nihar Lathiya         © 2021 CULS Prague     Table of Contents Literature review…………………………………………………………………………………………………… 4 3.1 Machine learning………………………………………………………………………………………………. 4 3.1.1 Data…………………………………………………………………………………………………………. 7 3.1.2 Features…………………………………………………………………………………………………….. 9 3.1.3 Machine learning algorithms………………………………………………………………………. 10 3.1.3.1 Linear regression……………………………………………………………………………….. 10 3.1.3.2 Lasso Regression……………………………………………………………………………….. 12 3.1.3.3 Decision Tree……………………………………………………………………………………. 13 3.2 Cross-Validation in Model Selection…………………………………………………………………. 15 3.2.1 K-fold cross-validation……………………………………………………………………………… 16 3.3 Hyper parameter Tuning in Machine Learning…………………………………………………….. 17 3.3.1 Grid search CV………………………………………………………………………………………… 17 3.4 Python for Data Science………………………………………………………………………………….. 18 3.5 Essential Python Libraries for Data Science……………………………………………………….. 19 3.5.1 NumPy:…………………………………………………………………………………………………… 20 3.5.2 Pandas…………………………………………………………………………………………………….. 22 3.5.3 Matplotlib……………………………………………………………………………………………….. 23 3.5.4 Scikit-Learn…………………………………………………………………………………………….. 25 3.5 Project Tool……………………………………………………………………………………………………. 25 References………………………………………………………………………………………………………………. 26 Appendix………………………………………………………………………………………………………………… 30       List of tables Table 1: Parameters in Grid Search CV.. 30 Table 2: Attributes in Grid Search CV.. 30 Table 3: ndarray Attributes in NumPy. 31 Table 4: Arithmetic and Statistical Function in NumPy. 32 Table 5: Basic Functionalities of Pandas Data Frame. 33 Table…

Amal Albaqami Pre-Med A2 Ms. Ruth ENGL 211 Critique October 25, 2020   Bilgic, A. B., Gocmen, R., Arsava, E. M., & Topcuoglu, M. A. (2020). The Effect of Clot Volume and Permeability on Response to Intravenous Tissue Plasminogen Activator in Acute Ischemic Stroke. Journal of stroke and cerebrovascular diseases: the official journal of National Stroke Association, 29(2), 104541. Retrieved from https://doi.org/10.1016/j.jstrokecerebrovasdis.2019.104541   The response to Intravenous Tissue Plasminogen Activator (IV tPA) is highly determined by the size, content, and location in the clot, causing Acute Ischemic Stroke. In the article, The Effect of Clot Volume and Permeability on Response to Intravenous Tissue Plasminogen Activator in Acute Ischemic Stroke Bilgic et al. (2020) determined the interaction between IV tPA and clot perviousness and the relationship between clot heterogeneity and tPA responsiveness. Although this research had more practical methods and findings as compared to the previous studies, it was limited by visual co-registration of plain CT and CTA and a small number of participants employed. The authors used the National Institute of Health Stroke Scale (NIHSS) to quantify the severity of…

                  Memory Proposal/Summary Name Institution                       Memory Proposal/Summary The research will focus on a comprehensive overview of the memory. The first aspect that the research will address is the nature of memory. Memory is defined as the representation or record of information in the brain, which can emanate from sources such as prior experiences, events, and learning. In the description of the nature of memory, the research will explain its process, which involves information acquisition, processing or encoding, storage, and eventually, retrieval. The categorization of memory as long-term, short-term, and sensory will also be explained. Further, the research will address how forgetting takes place, which is the loss of information that is already acquired and stored in different memories. The theories that explain why people forget include retrieval failure, interference, encoding failure, motivated forgetting, and decay theories The research will also explain the biological basis of memory.  Based on the existing theories, memory is influenced by neurological and synaptic changes. Memory occurs…

Standards Applicable to HIM Professionals                     Name of Student Name of Course Instructor’s Name Name of Institution Date   One method Health Information Management professionals use to stay current with standards applicable in the HIM profession is continuous professional development. HIM professionals have resorted to acquiring specialized advanced certificates that meet industry requirements outlined by the Standard Development Organization (SDO). The changing industry demands have prompted HIM professionals to acquire HIM’s master’s level training program. Such programs teach the professionals standard techniques through a broad curriculum that includes change management, project management, leadership skills, and skills that have become a priority in the HIM profession (Haux, 2015). The professionals are also seeking advanced certifications in fields such as EHR to meet the current requirements of SDO. HIM professionals are increasingly playing managerial roles as a method of staying current to the changes in standard applicable to the profession. SDO has described the role of HIM professions as directors of information in a health institution. HIM professionals have focused on managing patients’…

Jhumpa Lahiri Name of Student Name of Course Name of Professor Date In all her books, Jhumpa Lahiri shows that it took her close to five decades to have a feeling of belonging to America. Lahiri was born in London to Indian parents and grew up in Rhodes Island before leaving for the United States. Even though they legally received American citizenship, Lahiri and her parents never thought felt as American citizens, and their accent made them isolated from the American culture. It was easy for American nationals to know they were not from the country by simply talking to them. Her mother preferred wearing traditional clothing, a fashion that distinguished her from the public. Their culture made them not to mingle with other parents because of the feeling of discomfort. Lahiri illustrates the effects of immigration and language through the discomfort her parents face during their stay in America (Pierce). Her writings express the struggles immigrants often face while trying to adapt to new cultures and societies. Lahiri is searching for a language that may give her an inner…