Any topic (writer’s choice)

– Starin TheoryStrains or stressors on a society or social group can be used to help explain why terrorism is sometimes chosen, with the ‘strain’ itself generally consisting of negative stimuli like some form of abuse, the lack of positive stimuli such as the loss of political power, and the inability to achieve goals (money, status, etc).Analyze the theory you chose and be sure to describe the premise of the theory. Also, describe what you think is effective in establishing a cause or reason that terrorism becomes an option.

Deep Learning

mathworks.com/help/deeplearning/examples/create-simple-deep-learning-network-for-classification.htmlModify the tutorial to identify the alphabets (A through Z and a through z). Run your MATLAB code and create the training progress graph (measuring loss and accuracy).Submit a paper explaining your work, steps taken to load, display your data and train your NN.Assignment 2Using the machine learning MATLAB tutorial:https://www.mathworks.com/products/demos/machine-learning/cluster_genes/cluster_genes.htmlDownload your own data set and perform all steps (in the tutorial).Your final document should contain the following:Cluster diagram (chart)Hierarchical Cluster TreePCA analysisK-Means analysisThe code in the tutorial might require some modifications to run on your sample dataset. Your document should provide detailed explanation of the results, the charts and the MATLAB code.Assignment 3 and 4 I attached below in fileFor Final Project (part 2) you need to follow the instructions in Final Project (part 1) and build the same neural network either in PyTorch or TensorFlow (instead of MATLAB).Please note that both PyTorch and TensorFlow are open source, and you can easily use these packages at no cost. You might just need to do some research to learn how to download and install them and how to implement the project with these tools.Its basically same project but they need to be done in different apps. One in MATLAB and one more time inPyTorch or TensorFlow

Human Relation

Create a presentation that supports, describes, explains, and details human relations planning. The presentation will cover two topics:The importance of diversity and inclusion as a norm acceptance. This section should include researched evidence of the importance of diversity, analyze the status quo of diversity, and provide relevance to an awareness of diversity and the role it plays in organizational relationships.Assisting others to change their behavior through utilizing the changing behavior model. This section should be a tool that all can use as a guide for those that may have a deficit of understanding the importance of diverse cultures and the effects of diversity in the organizational workplace.Format:You can present this assignment in one of two formats: You may create a PowerPoint presentation consisting at least 10 slides in length with audio (not including the title or reference slide), or you may create a hand copy of a poster board and record a 5-minute presentation. If you choose a PowerPoint presentation, you may record the audio directly into the slides. If you choose to record a presentation, upload the video to YouTube, and submit the link in a Word document as well as a clear picture of your poster board and references.

Employee Motivation

Employees feel frustrated with a lack of communication and do not feel supported by management. Additionally, many employees do not feel the organization is supportive of diversity and inclusion. This has led to a high turnover rate.You have been asked to create a leadership tool kit for the managers within Smith Enterprise that outlines the different models and effective communication styles. Leaders will refer to this tool kit to improve their leadership style and relationships with employees.Include the following items within your tool kit:the purpose and goal of this tool kit,the role of leadership in employee job satisfaction,descriptions of at least three leadership theories and how they can be applied,effective communication strategies,how the change will be implemented, andways in which leaders can support corporate social responsibility (CSR).Your completed tool kit should be a minimum of two pages in length. You may utilize charts, data, tables, and other visuals as needed, but this is not a requirement and does not count towards the page length. Feel free to be creative with your tool kit and consider what an organization might need to be successful.You must utilize a minimum of two outside sources. Adhere to APA Style when creating citations and references for this assignment. APA formatting, however, is not necessary.

Self-reflection of food intake including cultural influences, plans to improve and ormaintain good nutrition -30 points2. Creates a clearly identifiable

Self-reflection of food intake including cultural influences, plans to improve and ormaintain good nutrition -30 points2. Creates a clearly identifiable introduction, body, and conclusion, appropriate paragraphstructure – 15 points3. Demonstrates critical thinking, application and analysis of data – 15 points4. Information to be included:a. Intake of food list by meal – 5 pointsb. Analysis of food items by meal – 5 pointsc. DRI graph for day – 5 pointsd. Calorie sources – 5 pointse. Fat sources -5 pointsLayout of Paper1. Cover sheet included -5 points2. Typed with 1 inch margins, double spacing and 12 point Times New Roman font – 5points3. Reference page included in APA format -5 points

News Report Interview Video [due Mon]

The local news wants you to describe what happened to the public in a short video so the community can have some questions answered.  o to submit to the local news station. , your goal is to educate the public about the chemistry involved in what happened and how chemistry will provide additional answers. I recommend a different approach which follows: The student is advised that you can also just prepare a script instead of the video. I recommend the script (paper) since the video is work extensive and often contains tech skills students may not have used prior. However, make sure you read the rubric and include all the elements in your paper. Also, you must have citations – one minimum and must be not the text or a dictionary such as Wikipedia – must be properly completed with an in text and bibliography citation in APA Website format. Describe what happened. Use your understanding of states of matter, energy, and chemical reactions to support your response.Describe the additional chemical evidence or other scientific factors related to chemistry you will investigate. Use your understanding of acids and bases and states of matter to share the types of information you will gather.Summarize how the public can enhance their safety and prevent fires. Use your understanding of chemical reactions and energy to support your recommendations.Remember, your audience is the public, not scientists. As a scientific professional, you will need to use your expertise in scientific concepts to inform your audience while using language that is accessible and easy for everyone to understand.  In your response, include some of the vocabulary introduced in the course readings, such as:  Matter  Atoms Molecules  Solid Liquid Gas Mixture  Mass  Law of conservation of mass  Temperature Heating Energy  Kinetic energy  Potential energy  Chemical energy  Endothermic  Exothermic  Heating Temperature  First law of thermodynamics  Second law of thermodynamics  Liquid Solid Density Solvent  Solute  Solution  Concentration  Acid  Base  Equilibrium  Molecules pH Reaction Reactants Products Molecules

CSCI 325 Deep Learning

mathworks.com/help/deeplearning/examples/create-simple-deep-learning-network-for-classification.htmlModify the tutorial to identify the alphabets (A through Z and a through z). Run your MATLAB code and create the training progress graph (measuring loss and accuracy).Submit a paper explaining your work, steps taken to load, display your data and train your NN.Assignment 2Using the machine learning MATLAB tutorial:https://www.mathworks.com/products/demos/machine-learning/cluster_genes/cluster_genes.htmlDownload your own data set and perform all steps (in the tutorial). Your final document should contain the following:Cluster diagram (chart)Hierarchical Cluster TreePCA analysisK-Means analysisThe code in the tutorial might require some modifications to run on your sample dataset. Your document should provide detailed explanation of the results, the charts and the MATLAB code. Assignment 3 and 4 I attached below in fileFor Final Project (part 2) you need to follow the instructions in Final Project (part 1) and build the same neural network either in PyTorch or TensorFlow (instead of MATLAB).Please note that both PyTorch and TensorFlow are open source, and you can easily use these packages at no cost. You might just need to do some research to learn how to download and install them and how to implement the project with these tools.Its basically same project but they need to be done in different apps. One in MATLAB and one more time inPyTorch or TensorFlow