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https://github.com/labex-labs/practice-ml-programming-projects
[Practice Machine Learning Programming Projects] This repository collects 19 of programming projects for Machine Learning. Machine learning is the science of programming computers so they can learn from data. It is a subfield of artificial intelligence. Machine learning is closely related to comp...
https://github.com/labex-labs/practice-ml-programming-projects
List: practice-ml-programming-projects
awesome awesome-list education hands-on labex ml programming projects
Last synced: 3 months ago
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[Practice Machine Learning Programming Projects] This repository collects 19 of programming projects for Machine Learning. Machine learning is the science of programming computers so they can learn from data. It is a subfield of artificial intelligence. Machine learning is closely related to comp...
- Host: GitHub
- URL: https://github.com/labex-labs/practice-ml-programming-projects
- Owner: labex-labs
- Created: 2024-06-06T07:24:39.000Z (5 months ago)
- Default Branch: master
- Last Pushed: 2024-08-01T01:37:22.000Z (3 months ago)
- Last Synced: 2024-08-02T04:28:48.961Z (3 months ago)
- Topics: awesome, awesome-list, education, hands-on, labex, ml, programming, projects
- Homepage: https://labex.io/skilltrees/ml
- Size: 9.77 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Practice Machine Learning Programming Projects
Machine learning is the science of programming computers so they can learn from data. It is a subfield of artificial intelligence. Machine learning is closely related to computational statistics, which also focuses on prediction-making through the use of computers.
| Index | Name | Level | Project Link |
|---------|-----------------------------------------------------------------------------------------------------------------------------------------------------|---------|-----------------------------------------------------------------------------------------------------|
| 01 | [Deploying MobileNet With TensorFlow.js and Flask](https://labex.io/courses/project-deploying-mobilenet-with-tensorflowjs-and-flask) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-deploying-mobilenet-with-tensorflowjs-and-flask) |
| 02 | [Deploying a Simple TensorFlow Model](https://labex.io/courses/project-deploying-a-simple-tensorflow-model) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-deploying-a-simple-tensorflow-model) |
| 03 | [ASCII Art Animation With OpenCV](https://labex.io/courses/project-ascii-art-animation-with-opencv) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-ascii-art-animation-with-opencv) |
| 04 | [Flappy Bird Detection in Video Using Match Template](https://labex.io/courses/project-flappy-bird-detection-in-video-using-match-template) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-flappy-bird-detection-in-video-using-match-template) |
| 05 | [Classifying Iris Using SVM](https://labex.io/courses/project-classifying-iris-using-svm) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-classifying-iris-using-svm) |
| 06 | [Broad Listening Leads to Insight](https://labex.io/courses/project-broad-listening-leads-to-insight) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-broad-listening-leads-to-insight) |
| 07 | [Implementing Confusion Matrix for Classification](https://labex.io/courses/project-create-confusion-matrix) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-create-confusion-matrix) |
| 08 | [Data Cleaning and Purification with Python](https://labex.io/courses/project-csv-data-purification) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-csv-data-purification) |
| 09 | [Divide Dataset Into Mini-Batches](https://labex.io/courses/project-divide-dataset-into-mini-batches) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-divide-dataset-into-mini-batches) |
| 10 | [Early Stopping for Machine Learning](https://labex.io/courses/project-early-stopping) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-early-stopping) |
| 11 | [Encoding Label to One-Hot](https://labex.io/courses/project-encoding-label-to-one-hot) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-encoding-label-to-one-hot) |
| 12 | [Optimizing Gradient Descent for Global Optimization](https://labex.io/courses/project-haste-makes-waste) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-haste-makes-waste) |
| 13 | [K-Nearest Neighbors Regression Algorithm Implementation](https://labex.io/courses/project-k-nearest-neighbors-regression-algorithm-implementation) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-k-nearest-neighbors-regression-algorithm-implementation) |
| 14 | [Linear Regression Fitting and Plotting](https://labex.io/courses/project-linear-regression-fitting-and-plotting) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-linear-regression-fitting-and-plotting) |
| 15 | [Nonlinear Regression Model Estimation](https://labex.io/courses/project-linear-validation-method) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-linear-validation-method) |
| 16 | [Implementing Minkowski Distance Metric](https://labex.io/courses/project-implementing-minkowski-distance-metric) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-implementing-minkowski-distance-metric) |
| 17 | [Implementation of Polynomial Regression](https://labex.io/courses/project-polynomial-regression-implementation-and-application) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-polynomial-regression-implementation-and-application) |
| 18 | [Simple Handwritten Character Recognition Classifier](https://labex.io/courses/project-simple-handwritten-character-recognition-classifier) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-simple-handwritten-character-recognition-classifier) |
| 19 | [Balanced Batch Generation for Imbalanced Datasets](https://labex.io/courses/project-balanced-batch-generation-for-imbalanced-datasets) | ★☆☆ | [🚀 Start](https://labex.io/courses/project-balanced-batch-generation-for-imbalanced-datasets) |
## More Projects
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