[ FreeCourseWeb.com ] Udemy - Machine Learning in Bioinformatics - From Theory to Practical

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[ FreeCourseWeb.com ] Udemy - Machine Learning in Bioinformatics - From Theory to Practical

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种子哈希：5b5ffd02fd4c27e5052a2ee48c96537caeae0ff3
文件大小： 2.25G
已经下载：246次
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收录时间：2025-05-18
最近下载：2025-05-29

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文件列表

  • ~Get Your Files Here !/2 - Preparing Biological Data for Machine Learning/2 -Data Preprocessing Techniques.mp4 175.2 MB
  • ~Get Your Files Here !/2 - Preparing Biological Data for Machine Learning/3 -Data visualizations using python.mp4 142.9 MB
  • ~Get Your Files Here !/4 - Unsupervised Learning/6 -Case Study Single Cell analysis.mp4 124.7 MB
  • ~Get Your Files Here !/4 - Unsupervised Learning/1 -Introduction to unsupervised learning.mp4 111.9 MB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/8 -Random Forest Classifier.mp4 105.9 MB
  • ~Get Your Files Here !/1 - Introduction/1 -Introduction to Machine Learning.mp4 92.1 MB
  • ~Get Your Files Here !/9 - Ethical and Practical Considerations in Machine Learning for Bioinformatics/1 -Bias and Fairness in ML Models and Case study of Polygenic Risk Scores.mp4 91.0 MB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/2 -Simple Linear Regression.mp4 88.5 MB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/1 -Introduction to Supervised Machine Learning.mp4 85.3 MB
  • ~Get Your Files Here !/6 - Practical Application of ML/2 -ML in Proteomics.mp4 78.6 MB
  • ~Get Your Files Here !/2 - Preparing Biological Data for Machine Learning/1 -Data cleaning, preprocessing, and feature engineering.mp4 76.9 MB
  • ~Get Your Files Here !/8 - Data Integration and Multi-Omics in Machine Learning/1 -Data Integration and Multi-Omics in Machine Learning for Bioinformatics.mp4 68.6 MB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/10 -Case Study PPI network models.mp4 68.0 MB
  • ~Get Your Files Here !/9 - Ethical and Practical Considerations in Machine Learning for Bioinformatics/2 -Challenges in ML and Case Study of AI in COVID-19 Drug Discovery.mp4 67.5 MB
  • ~Get Your Files Here !/1 - Introduction/2 -Setting up Environment for ML workflowsCode.mp4 66.9 MB
  • ~Get Your Files Here !/4 - Unsupervised Learning/3 -K-means Clustering.mp4 63.2 MB
  • ~Get Your Files Here !/4 - Unsupervised Learning/4 -DBSCAN.mp4 58.2 MB
  • ~Get Your Files Here !/5 - Advance Machine Learning/2 -Case Study predicting DNA mutations using RNN.mp4 57.7 MB
  • ~Get Your Files Here !/6 - Practical Application of ML/1 -Genomics Practical Application of ML.mp4 57.4 MB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/9 -Case Study Cancer Classifier.mp4 57.0 MB
  • ~Get Your Files Here !/6 - Practical Application of ML/3 -ML in Drug discovery.mp4 56.2 MB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/3 -Logistic Regression.mp4 55.3 MB
  • ~Get Your Files Here !/5 - Advance Machine Learning/1 -Introduction and explanation of advance machine learning models.mp4 54.6 MB
  • ~Get Your Files Here !/7 - Evaluating and Optimizing Machine Learning Models/1 -Evaluation and Optimization of Machine Learning Models in Bioinformatics.mp4 51.4 MB
  • ~Get Your Files Here !/7 - Evaluating and Optimizing Machine Learning Models/2 -Case Study Breast Cancer Prediction with poor and enhanced recall.mp4 50.4 MB
  • ~Get Your Files Here !/8 - Data Integration and Multi-Omics in Machine Learning/2 -Case Study Multi-Omics in Cancer Research.mp4 50.1 MB
  • ~Get Your Files Here !/4 - Unsupervised Learning/5 -Hierarchical Clustering.mp4 49.1 MB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/7 -Decision trees.mp4 48.2 MB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/5 -SVM.mp4 47.1 MB
  • ~Get Your Files Here !/4 - Unsupervised Learning/2 -Dimensionality Reduction in Bioinformatics.mp4 47.1 MB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/4 -KNN Classifier.mp4 46.7 MB
  • ~Get Your Files Here !/10 - Final Projects/1 -Capstone Projects.mp4 44.7 MB
  • ~Get Your Files Here !/6 - Practical Application of ML/4 -ML in Metagenomics.mp4 32.5 MB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/6 -Naive bayes classifier.mp4 29.4 MB
  • ~Get Your Files Here !/6 - Practical Application of ML/5 -Summary of ML Applications.mp4 10.4 MB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/7 -13_Decision_Tree_Classifier.ipynb 2.0 MB
  • ~Get Your Files Here !/4 - Unsupervised Learning/6 -single cell using scanpy.single-cell-using-scanpy 1.2 MB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/8 -14_Random_Forest_Classification.ipynb 863.6 kB
  • ~Get Your Files Here !/2 - Preparing Biological Data for Machine Learning/2 -DataPreprocessing.ipynb 636.3 kB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/8 -mushrooms.csv 382.1 kB
  • ~Get Your Files Here !/2 - Preparing Biological Data for Machine Learning/3 -03_DataVisualization.ipynb 285.0 kB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/4 -credit_data.csv 153.1 kB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/6 -credit_data.csv 153.1 kB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/3 -titanic.csv 108.3 kB
  • ~Get Your Files Here !/4 - Unsupervised Learning/4 -16_DBSCAN_Clustering.ipynb 105.5 kB
  • ~Get Your Files Here !/10 - Final Projects/1 -Capstone Projects.pptx 97.6 kB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/2 -04_SimpleLinearRegression.ipynb 56.0 kB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/4 -10_K_Nearest_Neighbors.ipynb 40.8 kB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/3 -09_Logistic_Regression.ipynb 33.3 kB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/5 -11_SupportVectorMachine.ipynb 27.8 kB
  • ~Get Your Files Here !/4 - Unsupervised Learning/5 -17_Hierarchical_Clustering.ipynb 27.1 kB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/7 -pima-indians-diabetes.csv 24.0 kB
  • ~Get Your Files Here !/4 - Unsupervised Learning/3 -15_K_Means_Clustering.ipynb 19.6 kB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/6 -12_Naive_Bayes.ipynb 18.9 kB
  • ~Get Your Files Here !/6 - Practical Application of ML/3 -QSAR-model.py 6.0 kB
  • ~Get Your Files Here !/6 - Practical Application of ML/2 -proteomics.py 5.6 kB
  • ~Get Your Files Here !/7 - Evaluating and Optimizing Machine Learning Models/2 -case-study.py 4.9 kB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/10 -PPI Network.py 4.5 kB
  • ~Get Your Files Here !/9 - Ethical and Practical Considerations in Machine Learning for Bioinformatics/1 -PRS-model.py 4.2 kB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/2 -headbrain.csv 3.6 kB
  • ~Get Your Files Here !/5 - Advance Machine Learning/2 -Predicting-Dna-mutations-using-RNN.py 3.0 kB
  • ~Get Your Files Here !/8 - Data Integration and Multi-Omics in Machine Learning/2 -multi-omics-model.py 2.9 kB
  • ~Get Your Files Here !/3 - Supervised Machine Learning/9 -cancer-classsifier.py 2.6 kB
  • ~Get Your Files Here !/6 - Practical Application of ML/4 -file.py 2.5 kB
  • ~Get Your Files Here !/9 - Ethical and Practical Considerations in Machine Learning for Bioinformatics/2 -Drug-discovery-model.py 2.1 kB
  • ~Get Your Files Here !/4 - Unsupervised Learning/3 -Quotes.csv 1.8 kB
  • ~Get Your Files Here !/6 - Practical Application of ML/1 -V-C Model.py 1.4 kB
  • ~Get Your Files Here !/4 - Unsupervised Learning/2 -Dimensionality Reduction in Bioinformatics.py 1.4 kB
  • ~Get Your Files Here !/6 - Practical Application of ML/2 -aligned_sequences.fasta 841 Bytes
  • ~Get Your Files Here !/6 - Practical Application of ML/2 -protein_sequences.fasta 839 Bytes
  • ~Get Your Files Here !/3 - Supervised Machine Learning/9 -expression_file.csv 487 Bytes
  • ~Get Your Files Here !/4 - Unsupervised Learning/6 -immune-cells.csv 338 Bytes
  • ~Get Your Files Here !/5 - Advance Machine Learning/2 -data.csv 249 Bytes
  • ~Get Your Files Here !/6 - Practical Application of ML/3 -drug_target_data.csv 184 Bytes
  • Get Bonus Downloads Here.url 183 Bytes
  • ~Get Your Files Here !/3 - Supervised Machine Learning/10 -networks.csv 155 Bytes
  • ~Get Your Files Here !/6 - Practical Application of ML/2 -protein_tree.newick 70 Bytes
  • ~Get Your Files Here !/Bonus Resources.txt 70 Bytes

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