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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
https://github.com/labex-labs/practice-ml-programming-projects

List: practice-ml-programming-projects

awesome awesome-list education hands-on labex ml programming projects

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[Practice Machine Learning Programming Projects] This repository collects 19 of programming projects for Machine Learning

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# 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      | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-deploying-mobilenet-with-tensorflowjs-and-flask)         |

|      02 | Deploying a Simple TensorFlow Model                   | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-deploying-a-simple-tensorflow-model)                     |

|      03 | ASCII Art Animation With OpenCV                       | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-ascii-art-animation-with-opencv)                         |

|      04 | Flappy Bird Detection in Video Using Match Templat... | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-flappy-bird-detection-in-video-using-match-template)     |

|      05 | Classifying Iris Using SVM                            | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-classifying-iris-using-svm)                              |

|      06 | Broad Listening Leads to Insight                      | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-broad-listening-leads-to-insight)                        |

|      07 | Implementing Confusion Matrix for Classification      | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-create-confusion-matrix)                                 |

|      08 | Data Cleaning and Purification with Python            | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-csv-data-purification)                                   |

|      09 | Divide Dataset Into Mini-Batches                      | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-divide-dataset-into-mini-batches)                        |

|      10 | Early Stopping for Machine Learning                   | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-early-stopping)                                          |

|      11 | Encoding Label to One-Hot                             | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-encoding-label-to-one-hot)                               |

|      12 | Optimizing Gradient Descent for Global Optimizatio... | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-haste-makes-waste)                                       |

|      13 | K-Nearest Neighbors Regression Algorithm Implement... | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-k-nearest-neighbors-regression-algorithm-implementation) |

|      14 | Linear Regression Fitting and Plotting                | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-linear-regression-fitting-and-plotting)                  |

|      15 | Nonlinear Regression Model Estimation                 | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-linear-validation-method)                                |

|      16 | Implementing Minkowski Distance Metric                | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-minkowski-distances-calculating)                         |

|      17 | Implementation of Polynomial Regression               | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-polynomial-regression-implementation-and-application)    |

|      18 | Simple Handwritten Character Recognition Classifie... | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-simple-handwritten-character-recognition-classifier)     |

|      19 | Balanced Batch Generation for Imbalanced Datasets     | ★☆☆     | [🚀 Start Building](https://labex.io/courses/project-unbalanced-data-pipeline)                                |



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