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https://github.com/amey-thakur/python-crash-course

IIT ROPAR - Diginique Techlabs --> Data Science Machine Learning and AI using Python
https://github.com/amey-thakur/python-crash-course

ai amey ameythakur data-science data-science-projects house-price-prediction machine-learning python python-crash-course

Last synced: 10 days ago
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IIT ROPAR - Diginique Techlabs --> Data Science Machine Learning and AI using Python

Host: GitHub
URL: https://github.com/amey-thakur/python-crash-course
Owner: Amey-Thakur
Created: 2021-08-08T16:00:06.000Z (over 3 years ago)
Default Branch: main
Last Pushed: 2024-03-13T17:51:06.000Z (8 months ago)
Last Synced: 2024-05-14T00:23:39.925Z (6 months ago)
Topics: ai, amey, ameythakur, data-science, data-science-projects, house-price-prediction, machine-learning, python, python-crash-course
Language: Jupyter Notebook
Homepage: https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE#readme
Size: 50.5 MB
Stars: 14
Watchers: 2
Forks: 3
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # PYTHON CRASH COURSE

 

### IIT ROPAR - Diginique Techlabs

 

 - **Data Science Machine Learning and AI using Python**

  

   - **[Internship Training](https://github.com/Amey-Thakur/ACHIEVEMENTS/blob/main/Experience/IIT%20ROPAR%20-%20Diginique%20Techlabs/IIT%20ROPAR%20-%20Diginique%20Techlabs%20-%20Data%20Science%20Machine%20Learning%20and%20AI%20using%20Python%20-%20Training.pdf)**

 

   - **[Internship Completion](https://github.com/Amey-Thakur/ACHIEVEMENTS/blob/main/Experience/IIT%20ROPAR%20-%20Diginique%20Techlabs/IIT%20ROPAR%20-%20Diginique%20Techlabs%20-%20Data%20Science%20Machine%20Learning%20and%20AI%20using%20Python%20-%20Internship%20Completion%20Letter.pdf)** 

 

   - **[Project Completion Letter](https://github.com/Amey-Thakur/ACHIEVEMENTS/blob/main/Experience/IIT%20ROPAR%20-%20Diginique%20Techlabs/IIT%20ROPAR%20-%20Diginique%20Techlabs%20-%20Data%20Science%20Machine%20Learning%20and%20AI%20using%20Python%20-%20Project%20Completion%20Letter.pdf)** 

 

   - **Bangalore House Price Prediction - [Project](https://github.com/Amey-Thakur/BANGALORE-HOUSE-PRICE-PREDICTION)** 

 

   - **[Letter of Recommendation](https://github.com/Amey-Thakur/ACHIEVEMENTS/blob/main/Experience/IIT%20ROPAR%20-%20Diginique%20Techlabs/IIT%20ROPAR%20-%20Diginique%20Techlabs%20-%20Data%20Science%20Machine%20Learning%20and%20AI%20using%20Python%20-%20Letter%20of%20Recommendation.pdf)** 

 

   - **LinkedIn Posts - [Internship Completion Letter](https://www.linkedin.com/posts/amey-thakur_internship-completion-letter-activity-6837748821049655296-bthZ) | [Letter of Recommendation](https://www.linkedin.com/posts/amey-thakur_letter-of-recommendation-activity-6837749171395665920-JSpw) | [Project Completion Letter](https://www.linkedin.com/posts/amey-thakur_project-completion-letter-activity-6837807582900551680-0tUU)**

---

## Notebooks

 

 - **[Dataset](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/tree/main/Dataset) | [Notes](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/tree/main/Notes)**

   - **[Day 1](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/blob/main/Notebooks/PYTHON_CRASH_COURSE_DAY_1.ipynb) |** _Variables, Data Types_

 

   - **[Day 2](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/blob/main/Notebooks/PYTHON_CRASH_COURSE_DAY_2.ipynb) |** _Containers, Dictionary, Manipulation_

 

   - **[Day 3](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/blob/main/Notebooks/PYTHON_CRASH_COURSE_DAY_3.ipynb) |** _Keywords, Operators, Control Flow Statement, Loops_ 

 

   - **[Day 4](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/blob/main/Notebooks/PYTHON_CRASH_COURSE_DAY_4.ipynb) |** _List Comprehensions, Functions, Object Oriented Programming, Inheritance_

 

   - **[Day 5](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/blob/main/Notebooks/PYTHON_CRASH_COURSE_DAY_5.ipynb) |** _Exceptions, Numpy, Array, Sampling, Broadcasting_

 

   - **[Day 6](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/blob/main/Notebooks/PYTHON_CRASH_COURSE_DAY_6.ipynb) |** _Pandas, Data Structures_ 

 

   - **[Day 7](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/blob/main/Notebooks/PYTHON_CRASH_COURSE_DAY_7.ipynb) |** _Movie Recomender System_

 

   - **[Day 8](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/blob/main/Notebooks/PYTHON_CRASH_COURSE_DAY_8.ipynb) |** _Linear Regression_

 

   - **[Day 9](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/blob/main/Notebooks/PYTHON_CRASH_COURSE_DAY_9.ipynb) |** _Logistic Regression, Decision Tree_

 

   - **[Day 10](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/blob/main/Notebooks/PYTHON_CRASH_COURSE_DAY_10.ipynb) |** _Random Forest, Support Vector Machines (SVM)_

 

   - **[Day 11](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/blob/main/Notebooks/PYTHON_CRASH_COURSE_DAY_11.ipynb) |** _Naive Bayes Classifier, KMeans Clustering_

 

   - **[Day 12](https://github.com/Amey-Thakur/PYTHON-CRASH-COURSE/blob/main/Notebooks/PYTHON_CRASH_COURSE_DAY_12.ipynb) |** _Google stock price prediction - RNN_

  

## Project

 

 >**[Banglore House Price Prediction](https://github.com/Amey-Thakur/BANGALORE-HOUSE-PRICE-PREDICTION) | [Web App](https://bangalorehousepriceprediction.herokuapp.com)**

![Banglore House Price Prediction 1](https://user-images.githubusercontent.com/54937357/128646443-47cd8c0d-6dbb-40bf-b9c7-d992bee3a3db.png)

![Banglore House Price Prediction 2](https://user-images.githubusercontent.com/54937357/128646450-0196b72e-631d-44ca-b108-b4ea190a97f6.png)

![Banglore House Price Prediction 3](https://user-images.githubusercontent.com/54937357/128646460-0025fd0c-9dcb-4474-9019-043bbda4353c.png)

---

  👉🏻 Created to Learn Python 👈🏻  

 

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