https://github.com/ankush-003/learning-ml-basics
A repository which contains all the resources that i am using to learn Basics of Machine Learning
https://github.com/ankush-003/learning-ml-basics
linear-regression logistic-regression machine-learning neural-networks python tensorflow tutorial
Last synced: about 1 year ago
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A repository which contains all the resources that i am using to learn Basics of Machine Learning
- Host: GitHub
- URL: https://github.com/ankush-003/learning-ml-basics
- Owner: ankush-003
- License: mit
- Created: 2022-11-12T06:20:54.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-10-26T21:11:38.000Z (over 2 years ago)
- Last Synced: 2024-04-15T04:07:02.227Z (almost 2 years ago)
- Topics: linear-regression, logistic-regression, machine-learning, neural-networks, python, tensorflow, tutorial
- Language: Jupyter Notebook
- Homepage:
- Size: 19.7 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Learning-ML-Basics
A repository which contains all the resources that i am using to learn Basics of Machine Learning
* * *
## /Projects:
- [CNN Model on MNIST Dataset](https://github.com/ankush-003/Learning-ML-Basics/blob/main/Projects/mnist_cnn.ipynb)
- [Regression Model on Diabetes Dataset](https://github.com/ankush-003/Learning-ML-Basics/blob/main/Projects/diabetes_regression.ipynb)
- [KNN Model on Iris Dataset](https://github.com/ankush-003/Learning-ML-Basics/blob/main/Projects/iris_KNN.ipynb)
- [Regression Model on Bikeshare Dataset](https://github.com/ankush-003/Learning-ML-Basics/blob/main/Projects/training-Regression-Model.ipynb)
* * *
## /Learning Libraries:
- [Numpy](https://numpy.org/doc/1.23/user/absolute_beginners.html)
- [Pandas](https://pandas.pydata.org/docs/user_guide/10min.html)
- [Matplotlib](https://matplotlib.org/stable/tutorials/introductory/quick_start.html#sphx-glr-tutorials-introductory-quick-start-py)
- [Scikit Learn](https://scikit-learn.org/stable/getting_started.html)
## Sources:
- [Machine Learning Specialization](https://www.coursera.org/specializations/machine-learning)