Python Real World Data Science Mega Project: Car Buyer App
Python Real World Data Science Mega Project: Car Buyer App, available at $174.99, has an average rating of 4.35, with 53 lectures, based on 20 reviews, and has 270 subscribers.
You will learn about Learn how to apply Data Science for real world problem solving, a MUST_KNOW for all developers Create the backend of a universal Car-Advisor Application, that recommends best deals in car ads Go through an entire development process of a Data Science Mega Project, from problem definition to final product Merge Web Scraping+Data Analysis using SCRAPY+PANDAS super-combo to solve a real-world problem This course is ideal for individuals who are Programmers who want to turn their Data Science knowledge into a developer's skill to solve real world problems or Developers at any level who would make use of a data science project of practical use: Python car-advisor or Programmers, who have taken their first programming course with success and would like to proceed to next level in Data Science or Data Science practitioners and enthusiasts, who want to tackle a real world challange of practial use It is particularly useful for Programmers who want to turn their Data Science knowledge into a developer's skill to solve real world problems or Developers at any level who would make use of a data science project of practical use: Python car-advisor or Programmers, who have taken their first programming course with success and would like to proceed to next level in Data Science or Data Science practitioners and enthusiasts, who want to tackle a real world challange of practial use.
Enroll now: Python Real World Data Science Mega Project: Car Buyer App
Summary
Title: Python Real World Data Science Mega Project: Car Buyer App
Price: $174.99
Average Rating: 4.35
Number of Lectures: 53
Number of Published Lectures: 52
Number of Curriculum Items: 53
Number of Published Curriculum Objects: 52
Original Price: $174.99
Quality Status: approved
Status: Live
What You Will Learn
- Learn how to apply Data Science for real world problem solving, a MUST_KNOW for all developers
- Create the backend of a universal Car-Advisor Application, that recommends best deals in car ads
- Go through an entire development process of a Data Science Mega Project, from problem definition to final product
- Merge Web Scraping+Data Analysis using SCRAPY+PANDAS super-combo to solve a real-world problem
Who Should Attend
- Programmers who want to turn their Data Science knowledge into a developer's skill to solve real world problems
- Developers at any level who would make use of a data science project of practical use: Python car-advisor
- Programmers, who have taken their first programming course with success and would like to proceed to next level in Data Science
- Data Science practitioners and enthusiasts, who want to tackle a real world challange of practial use
Target Audiences
- Programmers who want to turn their Data Science knowledge into a developer's skill to solve real world problems
- Developers at any level who would make use of a data science project of practical use: Python car-advisor
- Programmers, who have taken their first programming course with success and would like to proceed to next level in Data Science
- Data Science practitioners and enthusiasts, who want to tackle a real world challange of practial use
Allow me to be forthright on this: We all are inclined to pick that long and broad course. I call them ‘little by little, everything to the middle‘ courses. Those courses are indeed good and have their place in the portfolio. However, in our limited time they do not get finished and sometimes they are too broad to guide you to create something real and useful. And that is a fact backed by statistics of almost any online learning platform.
Here is my recomendation for you today: Why not to learn once for yourself, and not for a future hope or prospect? Why not to let data science do something for you right away, right now? Stop a moment please and do think about this!
Welcome to ‘Python Real World Data Science Mega Project: Car Buyer App‘
This course is, where your data science knowledge will evolve into a practical programming skill that creates solutions for real-world. You will create an application, that will recommend your next car, saving you time and effort while contributing to your personal finances. That is the most practical result you can get from a course.
This will be achieved utilizing a comprehensive approach, so we will go through each and every step of problem solving in data science. From exploring the real world to definition of the problem that will ultimately end up in a strategy to solve it. We will carefully craft the implementation with many real life scenarios and examples and when we come up with a solution, we still will not stop.
We will look for ways to exploit our results for other useful products. In the meantime, we will continue to revise our strategy and implementation to perfect our results.
Throughout the course you will experience, how ‘being able to extract the data you want from web, analyzing it the way you want, and the synergy you can create by these two steps’ is an invaluable capability for a data scientist. We will use SCRAPY (framework) to extract data from popular car sites around the world and develop our data science application mainly using PANDAS (library).
This course is within the framework of a series to master web-scraping and Scrapy from basic skills to advanced concepts, from deep insights on the tools to the most practical real-life data science example utilizing web scraping on this platform, a depth and perspective unique to this course series that collectively have gathered more than 10000 students in months.
Let me tell you forthright: The approach depicted, implemented and taught here is unique to this course. In other words, you can not compare this course with others, because the focus, the implementation and the end results will be different.
Here, you will learn while you create a high-value backend application that you can practically use and benefit. So it is not only about learning how a tool works but also how it is applied in data science context in real-life.
Finally, a good course is the one that will make you capable and motivated to go further in that field, it will increase your self-confidence to tackle the real-world issues. This uniquely structured and implemented project-based-course exactly aims and does that.
Join and create a complete end to end data science project, and all of this with no risk, thanks to Udemy’s guarantee policy.
Be sure to watch the course video on this very landing page.
See you in the lectures!
Very Respectfully,
Tarkan Aguner
Course Curriculum
Chapter 1: Introduction
Lecture 1: Intro-01: Points to Ponder
Lecture 2: Intro-02: Notes for your Consideration
Lecture 3: Intro-03: Roadmap
Chapter 2: ___000 THE STRATEGY
Lecture 1: 0-01: Exploration of the Real-World
Lecture 2: 0-02: The Plan
Lecture 3: 0-03: Wrap it Up
Chapter 3: ___001 SCRAPE THE FIRST WEBSITE
Lecture 1: 1-01: Start up the Spider
Lecture 2: 1-02: Exploring the Website
Lecture 3: 1-03: Spider First Attempts
Lecture 4: 1-04: Spider Successful Run
Lecture 5: 1-05: Spider Response Validation
Lecture 6: 1-06: Spider Parse Function I
Lecture 7: 1-07: Spider Parse Function II
Lecture 8: 1-08: Spider Parse Function III
Lecture 9: 1-09: Spider Parse Function IV
Lecture 10: 1-10: Spider flip_pages Function I
Lecture 11: 1-11: Spider flip_pages Function II
Lecture 12: 1-12: Spider flip_pages Function III
Lecture 13: 1-13: Wrap it Up
Lecture 14: 1-14: Assignments 1-2
Lecture 15: 1-15: Solutions 1-2
Lecture 16: 1-16: Discussion on ROBOTSTXT_OBEY
Chapter 4: ___002 SCRAPE THE SECOND WEBSITE
Lecture 1: 2-01: First Thoughts
Lecture 2: 2-02: Solving the Problem
Lecture 3: 2-03: Spider StartUp
Lecture 4: 2-04: Locating Data
Lecture 5: 2-05: Parse Function I
Lecture 6: 2-06: Parse Function II
Lecture 7: 2-07: start_requests Function
Lecture 8: 2-08: flip_pages Function I
Lecture 9: 2-09: flip_pages Function II
Lecture 10: 2-10: Error Analysis
Chapter 5: ___003 SCRAPE THE THIRD WEBSITE
Lecture 1: 3-01: Site Investigation I
Lecture 2: 3-02: Site Investigation II
Lecture 3: 3-03: Spider Fired
Lecture 4: 3-04: Parse Function
Lecture 5: 3-05: flip_pages Function
Lecture 6: 3-06: FormRequest Spider Example
Lecture 7: 3-07: Assignments
Lecture 8: 3-08: Solutions 1-2
Lecture 9: 3-09: Solution 3
Lecture 10: 3-10: RECAP
Chapter 6: ___004 FINDING MY DREAM CAR
Lecture 1: 4-01: Where are We?
Lecture 2: 4-02: Installation of the Dataset
Lecture 3: 4-03: Creation of the Carpools I
Lecture 4: 4-04: Creation of the Carpools II
Lecture 5: 4-05: Application of the Methodology (and the Results!)
Lecture 6: 4-06: RECAP
Chapter 7: ___005 THE ADD-ONs
Lecture 1: 5-01: Refinements of the Methodology
Lecture 2: 5-02: How to run this??
Lecture 3: Wrap it Up
Lecture 4: Bonus Video
Instructors
-
Abdulkadir Guner
Educator / Programmer / Engineer
Rating Distribution
- 1 stars: 0 votes
- 2 stars: 0 votes
- 3 stars: 1 votes
- 4 stars: 7 votes
- 5 stars: 12 votes
Frequently Asked Questions
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!
You may also like
- Top 10 Video Editing Courses to Learn in November 2024
- Top 10 Music Production Courses to Learn in November 2024
- Top 10 Animation Courses to Learn in November 2024
- Top 10 Digital Illustration Courses to Learn in November 2024
- Top 10 Renewable Energy Courses to Learn in November 2024
- Top 10 Sustainable Living Courses to Learn in November 2024
- Top 10 Ethical AI Courses to Learn in November 2024
- Top 10 Cybersecurity Fundamentals Courses to Learn in November 2024
- Top 10 Smart Home Technology Courses to Learn in November 2024
- Top 10 Holistic Health Courses to Learn in November 2024
- Top 10 Nutrition And Diet Planning Courses to Learn in November 2024
- Top 10 Yoga Instruction Courses to Learn in November 2024
- Top 10 Stress Management Courses to Learn in November 2024
- Top 10 Mindfulness Meditation Courses to Learn in November 2024
- Top 10 Life Coaching Courses to Learn in November 2024
- Top 10 Career Development Courses to Learn in November 2024
- Top 10 Relationship Building Courses to Learn in November 2024
- Top 10 Parenting Skills Courses to Learn in November 2024
- Top 10 Home Improvement Courses to Learn in November 2024
- Top 10 Gardening Courses to Learn in November 2024