Скачать или смотреть NPTEL Python for Data Science Week3 Quiz Assignment Solutions | July 2023 | IIT Madras

🔊NPTEL Python for Data Science Week3 Assignment Solution 2023 | GATE NPTEL

⛳ABOUT THE COURSE :
The course aims at equipping participants to be able to use python programming for solving data science problems. Python is a popular programming language used for data science due to its simplicity, versatility and large number of libraries for data analysis and visualization. It is widely used for machine learning, data analysis, web scraping, and scientific computing.
------------------------------------------------------------------------------------

✨COURSE LAYOUT✨
🎯Week 1: BASICS OF PYTHON SPYDER (TOOL)
• Introduction Spyder
• Setting working Directory
• Creating and saving a script file
• File execution, clearing console, removing variables from environment, clearing environment
• Commenting script files
• Variable creation
• Arithmetic and logical operators
• Data types and associated operations

🎯Week 2: Sequence data types and associated operations
• Strings
• Lists
• Arrays
• Tuples
• Dictionary
• Sets
• Range

🎯NumPy
• ndArray

🎯Week 3: Pandas dataframe and dataframe related operations on Toyota Corolla dataset
• Reading files
• Exploratory data analysis
• Data preparation and preprocessing
Data visualization on Toyoto Corolla dataset using matplotlib and seaborn libraries
• Scatter plot
• Line plot
• Bar plot
• Histogram
• Box plot
• Pair plot
Control structures using Toyota Corolla dataset
• if-else family
• for loop
• for loop with if break
• while loop
• Functions

🎯Week 4: CASE STUDY
• Regression
• Predicting price of pre-owned cars
• Classification
• Classifying personal income
------------------------------------------------------------------------------------
🔴Textbooks and References:
1. Introduction to linear algebra - by Gilbert Strang 2. Applied statistics and probability for engineers – by Douglas Montgomery 3. Mastering python for data science, Samir Madhavan
------------------------------------------------------------------------------------
⚠️Note: We do not claim 💯% accuracy of provided solutions. These answers are based on our sole knowledge. We are posting these solution just for your reference, so we request our student's community to do your assignment on your own and verify it.

➡️Kindly note, if any changes are made in the answer, will be notified in comment section.
➡️If you have any doubt in the solution please put in comment section, we will try our best to clarify it.
------------------------------------------------------------------------------------
✨ Topics Covered ✨
Python for Data Science
Python for Data Science week-3 assignment answers
Nptel Python for Data Science week3 quiz assignment answers
Nptel Python for Data Science week3 answers
Python for Data Science week3
Python for Data Science WEEK-3 Assignment Answers
Python for Data Science week-3 assignment answers
Python for Data Science week3 nptel
Nptel Python for Data Science assignment answers 2023
------------------------------------------------------------------------------------
🌟𝗣𝗹𝗲𝗮𝘀𝗲 𝗹𝗲𝗮𝘃𝗲 𝗮 𝗟𝗜𝗞𝗘❤️ 𝗮𝗻𝗱 𝗦𝗨𝗕𝗦𝗖𝗥𝗜𝗕𝗘 𝗳𝗼𝗿 𝗺𝗼𝗿𝗲 𝗔𝗠𝗔𝗭𝗜𝗡𝗚 𝗰𝗼𝗻𝘁𝗲𝗻𝘁! 🌟

📸 Instagram -   / techies_talk_  
📝 Facebook -   / techiestalk227  
🎙️ Subscribe here YouTube Channel -    / techiestalk  
💻For Business Enquiry - [email protected]
------------------------------------------------------------------------------------
✨ Tags Used in this video ✨
#techiestalk #nptel2023 #iit_madras #onlinecourses #students #learning #jobs #electivecourse #week3 #python #dataanalytics #nptel #swayam #datascience #datasciencecourse @TechiesTalk #gatenptel #gatepreparation