ScenarioYou are planning a short trip to explore England and want to determine your route based on the current weather in the locations you want to visit. To finalise your itinerary, you need to visit OpenWeather and consult the API on the current weather. The places you want to visit, with geographic coordinates, are:
Lake District National Park (54.4609° N, 3.0886° W)
Corfe Castle (50.6395° N, 2.0566° W)
The Cotswolds (51.8330° N, 1.8433° W)
Cambridge (52.2053° N, 0.1218° E)
Bristol (51.4545° N, 2.5879° W)
Oxford (51.7520° N, 1.2577° W)
Norwich (52.6309° N, 1.2974° E)
Stonehenge (51.1789° N, 1.8262° W)
Watergate Bay (50.4429° N, 5.0553° W)
Birmingham (52.4862° N, 1.8904° W)
Step 2: Create an APIYou need to use the OpenWeather API . is compatible with GitHub. In general, APIs are integrated with JSON. However, the same key principles apply to any HTTP API that uses a data format.
Step 3: Create a visual mapSign into Google, then go to Google EarthLinks to an external site. and use the API to create a visual map showing each location detailed in the scenario. Alternatively, you could install the Python version of the Google Earth API and integrate it with your OpenWeather coding project.
Category: Python
In this assignment, you will optimize by tuning the following elements: Epochs and Batch Sizes, Layers, Nodes, Activation Functions, Weights Initialization, Batch normalization, Optimizers, Learning Rates, Regularization, and Dropout. As a final result, you will implement a more effective model than the base one provided.
The code for this assignment consists of several Python files, some of which you will need to read and understand in order to complete the task. The source for training data will be provided by the lecturer from Scikit libraries. (Iris.csv)
Your assignment will be assessed based on your modifications in the code, and the accuracy provided by your algorithm. Training and tuning are expected for this solution.
Formalities:
The algorithm is written in Python with no less than 90% accuracy. This algorithm will be tested by the lecturer using standard libraries.
After optimization with your own elements, explain what you’ve done and why.
The project need to submit following files:
• One report in pdf format
• One notebook containing your code that reads the provided csv files and performs the analysis.
Please do not change the provided file names. However, you need to change column names (using pandas) in each file.
Please read carefully the project specific requirements in the attached PDF file!!!
Evaluation:
We will evaluate your work for:
– Data processing: cleaning, merging, …
– Clarity of your code. Do not forget to leave useful comments in your code
– Exploring the dataset and providing an overview of these datasets
– Asking and answering the right business questions
– A thorough and a well-formatted report
– Nicely formatted graphs
– Academic integrity of your work
– Following sound logic in answering the business questions
We will run your code and check your code results with the submitted report during the grading.
this is a touchstone project for a sophia intro to python class. I need the entire assignment completed in full and properly. Please don’t bid unless youve read the attached intructions and understand, the attached jpeg has the instructions.
Step 1: Identify a problem area
Think about a problem people face, or identify one in your target industry (where you want to work after graduation), that can be solved or addressed with technology. Keep your problem small and realistic—building houses on Mars, for example, is not something that is easily solved with IS.
There are two problem ideas that are not allowed: campus parking (or any kind of parking), and the general concept of student loans (why should students get loans for college; why interest rates are so high; why can’t debt be erased; etc.).
For student loans, I understand that many students face this problem, but the solution is rooted in legislature and finance, and IS plays a fairly small role.
Do some further research to see if anyone is already working on solutions to this problem. Tweak the keywords in your searches to try to find solutions. If there are more than three credible solutions, choose another problem area.
Step 1 deliverables
Create a new Google Doc. After typing your name and class information, make a new section titled “Problem Statement.” Do this by going to Format in the toolbar and choosing Heading → Heading 1. Type the heading and then hit enter and it’ll go back to normal text. Research and find three to five modern sources (2018 or later) from reputable publishers (general news, tech news, or journal articles) that justify or provide more information about why the problem area you’ve identified is an important and relevant problem to solve. Put these sources in APA format into your Doc at the top.
Write at least three substantial paragraphs with your answers to ALL of the following questions:
Why did you choose to pursue this problem?
Who is most affected by this problem?
What results do you expect after this problem is solved?
What role does technology play in solving or addressing this problem?
Step 2: Profile a target user
For your chosen problem area, identify a few types of target users. Start with your answer to one of the questions above: who is most affected by this problem? From there, start adding specifics. What is the age range of these users? What are their jobs? Where do they live?
Choose and finalize demographics for one type of target user.
Step 2 deliverables
In the same Doc as above, make a new section titled “Target User.” Write at least one substantial paragraph with your answers to the following question:
Describe your target user’s demographics: age, gender, location, job, hobbies, etc.
Step 3: Generate some ideas for a solution
Think of five ways to create a solution for your chosen problem area, for the target user you identified above. A solution does not need to be an app. It can be a service or a physical object. The only requirement is that it must have strong relevance to IS and technology.
Recommendation: choose more than five solutions at first. Make a list and then narrow it down (prioritize) to five.
Step 3 deliverables
In the same Doc as above, make a new section titled “Ideas.” Make a subsection (Format → Heading → Heading 2) for each idea. Write at least two substantial paragraphs for EACH solution with your answers to ALL of the following questions:
Describe what this solution is, what it does, how it works, etc.
Explain why and how you came up with this solution and why you think this solution will solve the problem for your target user.
Frequently asked questions:
What do you mean by “substantial?” How many lines is that?
There’s no filler, like repeating the question or using lines like “Webster’s defines [topic] as…”. Each sentence or group of sentences adds value to the answer. The number of lines depends on whether you’re using the new wider pageless Doc format or the standard page width. You’re not graded necessarily on overall length, it’s more about whether your answer has enough valuable content.
What about font, spacing, etc.?
Minimum 12 point font, default Arial is fine. Double space is ok—line spacing should not affect the content of your answer. Your formatting should be consistent.
Yep! Make sure to choose a problem area that many people face, not just you. You can also ask people to help you prioritize your potential solutions.
****Please complete the assignment on https://github.com/is210-spring-2017/is210-week-06-warmup-v2
****Remember to work on a Jupyter notebook, and save all your code as a single *.ipynb file. You will submit this file as your assignment, via Blackboard (as you did in week 2).
Given this week we will start performing more than one task per assignment, make sure you add comments separating your code for task #1, task #2, etc. Comments are required to ensure I clearly understand which code script is answering which task. Adding comments to scripts is covered in the weekly materials for week 2.
The term ‘secure coding’ refers to developing programs in a way that protects against the introduction of vulnerabilities into source code. As with any other language, Python code needs to be written to eliminate these vulnerabilities.
Research some of the methods used in Python to protect against vulnerabilities in an application.
Pick one method, describe what the vulnerability is and what issues it causes in the application.
Describe the coding techniques used in Python to prevent the vulnerability from occurring.
Python questions – please write out what I would write in the program in python with the proper indents as well – very simple
python questions thank you!
Chapter 2 – Programming Exercises:
Do Programming Exercise – Tip, Tax, and Total.
Write a program that calculates the total amount of a meal purchased at a restaurant. The program should ask the user to enter the charge for the food, then calculate the amounts of an 18 percent tip and a 7 percent sales tax. Display each of these amounts and the total.
After your read the program directions, for those of you wondering where to start…remember INPUT, PROCESSING, OUTPUT
Design – Think of what variables you will need. Perhaps write them out on scratch paper. Make your variables have MEANINGFUL names so that you know WHY you are creating them and the purpose they will serve.
Below are design instructions. Once you have completed this assignment you will upload the text file with your Python code. Also, in comments put in your repl.it link from browser like you did for program 1.99
MAKE SURE you put Comments at top of program, listing your name, Name of your program, and a brief description of your program.
INPUT SECTION
The program should ask the user to input the charge for food.
PROCESSING SECTION
Your program will calculate the amount for an 18 percent tip and 7 percent sales tax. NOTE: The tip is calculated BEFORE you add in the tax. In other words, if I had a 10.00 charge for food, my tip would be 18% of 10.00, which is 1.80
Tax is ALSO calculated on JUST the amount of food purchased. Again, if I had bought 10.00 worth of food, tax of 7% of 10.00 would be .70 cents
OUTPUT
Your program will display the tip, tax and then the grand total. I want 2 digits of precision to the right of decimal point for output
Sample output run is shown below. User input is highlighted in bold
Enter the charge for food: 78.54
Tip: $ 14.14
Tax: $ 5.50
Total: $ 98.17