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

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Title: Udemy - Machine Learning in BioinformaticsGroup: NOGRPSource: Udemy
Info Hash
5B5FFD02FD4C27E5052A2EE48C96537CAEAE0FF3
Source
Unverified
Total Size
2.25 GB
Total Files
78
Seeders
1
Leechers
0
Health
1.00
Score
2
Type
Bookware

File List

FileSize
Get Bonus Downloads Here.url183 B
~Get Your Files Here !/1 - Introduction/1 -Introduction to Machine Learning.mp487.87 MB
~Get Your Files Here !/1 - Introduction/2 -Setting up Environment for ML workflowsCode.mp463.76 MB
~Get Your Files Here !/10 - Final Projects/1 -Capstone Projects.mp442.63 MB
~Get Your Files Here !/10 - Final Projects/1 -Capstone Projects.pptx95.32 KB
~Get Your Files Here !/2 - Preparing Biological Data for Machine Learning/1 -Data cleaning, preprocessing, and feature engineering.mp473.31 MB
~Get Your Files Here !/2 - Preparing Biological Data for Machine Learning/2 -Data Preprocessing Techniques.mp4167.1 MB
~Get Your Files Here !/2 - Preparing Biological Data for Machine Learning/2 -DataPreprocessing.ipynb621.38 KB
~Get Your Files Here !/2 - Preparing Biological Data for Machine Learning/3 -03_DataVisualization.ipynb278.31 KB
~Get Your Files Here !/2 - Preparing Biological Data for Machine Learning/3 -Data visualizations using python.mp4136.24 MB
~Get Your Files Here !/3 - Supervised Machine Learning/1 -Introduction to Supervised Machine Learning.mp481.34 MB
~Get Your Files Here !/3 - Supervised Machine Learning/10 -Case Study PPI network models.mp464.87 MB
~Get Your Files Here !/3 - Supervised Machine Learning/10 -PPI Network.py4.41 KB
~Get Your Files Here !/3 - Supervised Machine Learning/10 -networks.csv155 B
~Get Your Files Here !/3 - Supervised Machine Learning/2 -04_SimpleLinearRegression.ipynb54.71 KB
~Get Your Files Here !/3 - Supervised Machine Learning/2 -Simple Linear Regression.mp484.39 MB
~Get Your Files Here !/3 - Supervised Machine Learning/2 -headbrain.csv3.52 KB
~Get Your Files Here !/3 - Supervised Machine Learning/3 -09_Logistic_Regression.ipynb32.48 KB
~Get Your Files Here !/3 - Supervised Machine Learning/3 -Logistic Regression.mp452.7 MB
~Get Your Files Here !/3 - Supervised Machine Learning/3 -titanic.csv105.75 KB
~Get Your Files Here !/3 - Supervised Machine Learning/4 -10_K_Nearest_Neighbors.ipynb39.83 KB
~Get Your Files Here !/3 - Supervised Machine Learning/4 -KNN Classifier.mp444.53 MB
~Get Your Files Here !/3 - Supervised Machine Learning/4 -credit_data.csv149.55 KB
~Get Your Files Here !/3 - Supervised Machine Learning/5 -11_SupportVectorMachine.ipynb27.11 KB
~Get Your Files Here !/3 - Supervised Machine Learning/5 -SVM.mp444.96 MB
~Get Your Files Here !/3 - Supervised Machine Learning/6 -12_Naive_Bayes.ipynb18.41 KB
~Get Your Files Here !/3 - Supervised Machine Learning/6 -Naive bayes classifier.mp428.06 MB
~Get Your Files Here !/3 - Supervised Machine Learning/6 -credit_data.csv149.55 KB
~Get Your Files Here !/3 - Supervised Machine Learning/7 -13_Decision_Tree_Classifier.ipynb1.9 MB
~Get Your Files Here !/3 - Supervised Machine Learning/7 -Decision trees.mp445.96 MB
~Get Your Files Here !/3 - Supervised Machine Learning/7 -pima-indians-diabetes.csv23.48 KB
~Get Your Files Here !/3 - Supervised Machine Learning/8 -14_Random_Forest_Classification.ipynb843.31 KB
~Get Your Files Here !/3 - Supervised Machine Learning/8 -Random Forest Classifier.mp4100.98 MB
~Get Your Files Here !/3 - Supervised Machine Learning/8 -mushrooms.csv373.17 KB
~Get Your Files Here !/3 - Supervised Machine Learning/9 -Case Study Cancer Classifier.mp454.36 MB
~Get Your Files Here !/3 - Supervised Machine Learning/9 -cancer-classsifier.py2.53 KB
~Get Your Files Here !/3 - Supervised Machine Learning/9 -expression_file.csv487 B
~Get Your Files Here !/4 - Unsupervised Learning/1 -Introduction to unsupervised learning.mp4106.74 MB
~Get Your Files Here !/4 - Unsupervised Learning/2 -Dimensionality Reduction in Bioinformatics.mp444.9 MB
~Get Your Files Here !/4 - Unsupervised Learning/2 -Dimensionality Reduction in Bioinformatics.py1.33 KB
~Get Your Files Here !/4 - Unsupervised Learning/3 -15_K_Means_Clustering.ipynb19.14 KB
~Get Your Files Here !/4 - Unsupervised Learning/3 -K-means Clustering.mp460.27 MB
~Get Your Files Here !/4 - Unsupervised Learning/3 -Quotes.csv1.76 KB
~Get Your Files Here !/4 - Unsupervised Learning/4 -16_DBSCAN_Clustering.ipynb103.08 KB
~Get Your Files Here !/4 - Unsupervised Learning/4 -DBSCAN.mp455.5 MB
~Get Your Files Here !/4 - Unsupervised Learning/5 -17_Hierarchical_Clustering.ipynb26.42 KB
~Get Your Files Here !/4 - Unsupervised Learning/5 -Hierarchical Clustering.mp446.84 MB
~Get Your Files Here !/4 - Unsupervised Learning/6 -Case Study Single Cell analysis.mp4118.92 MB
~Get Your Files Here !/4 - Unsupervised Learning/6 -immune-cells.csv338 B
~Get Your Files Here !/4 - Unsupervised Learning/6 -single cell using scanpy.single-cell-using-scanpy1.13 MB
~Get Your Files Here !/5 - Advance Machine Learning/1 -Introduction and explanation of advance machine learning models.mp452.03 MB
~Get Your Files Here !/5 - Advance Machine Learning/2 -Case Study predicting DNA mutations using RNN.mp455.06 MB
~Get Your Files Here !/5 - Advance Machine Learning/2 -Predicting-Dna-mutations-using-RNN.py2.96 KB
~Get Your Files Here !/5 - Advance Machine Learning/2 -data.csv249 B
~Get Your Files Here !/6 - Practical Application of ML/1 -Genomics Practical Application of ML.mp454.75 MB
~Get Your Files Here !/6 - Practical Application of ML/1 -V-C Model.py1.38 KB
~Get Your Files Here !/6 - Practical Application of ML/2 -ML in Proteomics.mp474.93 MB
~Get Your Files Here !/6 - Practical Application of ML/2 -aligned_sequences.fasta841 B
~Get Your Files Here !/6 - Practical Application of ML/2 -protein_sequences.fasta839 B
~Get Your Files Here !/6 - Practical Application of ML/2 -protein_tree.newick70 B
~Get Your Files Here !/6 - Practical Application of ML/2 -proteomics.py5.5 KB
~Get Your Files Here !/6 - Practical Application of ML/3 -ML in Drug discovery.mp453.56 MB
~Get Your Files Here !/6 - Practical Application of ML/3 -QSAR-model.py5.85 KB
~Get Your Files Here !/6 - Practical Application of ML/3 -drug_target_data.csv184 B
~Get Your Files Here !/6 - Practical Application of ML/4 -ML in Metagenomics.mp431.02 MB
~Get Your Files Here !/6 - Practical Application of ML/4 -file.py2.44 KB
~Get Your Files Here !/6 - Practical Application of ML/5 -Summary of ML Applications.mp49.95 MB
~Get Your Files Here !/7 - Evaluating and Optimizing Machine Learning Models/1 -Evaluation and Optimization of Machine Learning Models in Bioinformatics.mp449.04 MB
~Get Your Files Here !/7 - Evaluating and Optimizing Machine Learning Models/2 -Case Study Breast Cancer Prediction with poor and enhanced recall.mp448.02 MB
~Get Your Files Here !/7 - Evaluating and Optimizing Machine Learning Models/2 -case-study.py4.81 KB
~Get Your Files Here !/8 - Data Integration and Multi-Omics in Machine Learning/1 -Data Integration and Multi-Omics in Machine Learning for Bioinformatics.mp465.38 MB
~Get Your Files Here !/8 - Data Integration and Multi-Omics in Machine Learning/2 -Case Study Multi-Omics in Cancer Research.mp447.78 MB
~Get Your Files Here !/8 - Data Integration and Multi-Omics in Machine Learning/2 -multi-omics-model.py2.83 KB
~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.mp486.75 MB
~Get Your Files Here !/9 - Ethical and Practical Considerations in Machine Learning for Bioinformatics/1 -PRS-model.py4.06 KB
~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.mp464.35 MB
~Get Your Files Here !/9 - Ethical and Practical Considerations in Machine Learning for Bioinformatics/2 -Drug-discovery-model.py2.09 KB
~Get Your Files Here !/Bonus Resources.txt70 B

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