#Python
- Machine Learning in Bioinformatics With Python
- DOWNLOADING DATA from UCI RREPOSITORY
- PREPROCESSING OF THE DATA
- FEATURES & LABELS
- TRAINING & TESTING of the MODELS
- PICKLING
- MAKING PREDICTIONS WITH TRAINED MODELS
- PYTHON FOR BIOINFORMATICS
- SIMPLE VALUES
- EXPRESSIONS
- NAMES & Naming Conventions
- DEFINING FUNCTIONS
- MODULES
- IMPORTING .py PYTHON FILES
- COLLECTIONS
- DICTIONARIES
- READING AND WRITING FILES
- List Comprehensions in Python Part I of II
- List Comprehensions (Advanced) II/II
- Set, Dictionary and Conditional Comprehensions III/III
- Code Organization
- Conditionals
- While Loop
- For Loop I of II
- For Loop Part II of II
- Exception Handling
#Machine Learning
- Machine Learning in Bioinformatics With Python
- DOWNLOADING DATA from UCI RREPOSITORY
- PREPROCESSING OF THE DATA
- FEATURES & LABELS
- TRAINING & TESTING of the MODELS
- PICKLING
- MAKING PREDICTIONS WITH TRAINED MODELS
#Beginner
- Machine Learning in Bioinformatics With Python
- DOWNLOADING DATA from UCI RREPOSITORY
- PREPROCESSING OF THE DATA
- FEATURES & LABELS
- TRAINING & TESTING of the MODELS
- PICKLING
- MAKING PREDICTIONS WITH TRAINED MODELS
#UCI Repository
#Artificial Intelligence
#Pandas
#NumPy
#Scikit-learn
#UCI Machine Learning Repository
#Breast cancer dataset
#Downloading Data
#Preprocessing
#CSV
#Missing Values
#Data Cleaning
#Features
#Labels
#Binary Classification
#Training
#Bioinformatics
- TRAINING & TESTING of the MODELS
- PICKLING
- MAKING PREDICTIONS WITH TRAINED MODELS
- PYTHON FOR BIOINFORMATICS
- SIMPLE VALUES
- EXPRESSIONS
- NAMES & Naming Conventions
- DEFINING FUNCTIONS
- MODULES
- IMPORTING .py PYTHON FILES
- COLLECTIONS
- DICTIONARIES
- READING AND WRITING FILES
- List Comprehensions in Python Part I of II
- List Comprehensions (Advanced) II/II
- Set, Dictionary and Conditional Comprehensions III/III
- Code Organization
- Conditionals
- While Loop
- For Loop I of II
- For Loop Part II of II
- Exception Handling
- Why biologists need to learn BASH?
- How to open Bash on MacOS, Windows or Linux
- A Biologist's Guide to Unix File System Navigation
#Testing
#Accuracy
#SVC Classifier
#Logistic Regression
#Pickling
#Saving Models
#Loading Models
#Accuracy.
#Predictions
#Trained models
#Benign
#Malignant
#Basics
- PYTHON FOR BIOINFORMATICS
- SIMPLE VALUES
- EXPRESSIONS
- NAMES & Naming Conventions
- DEFINING FUNCTIONS
- MODULES
- IMPORTING .py PYTHON FILES
- COLLECTIONS
- DICTIONARIES
- READING AND WRITING FILES
- List Comprehensions in Python Part I of II
- List Comprehensions (Advanced) II/II
- Set, Dictionary and Conditional Comprehensions III/III
- Code Organization
- Conditionals
- While Loop
- For Loop I of II
- For Loop Part II of II
- Exception Handling
#DNA
#RNA
#Sequences
#BASH
- Why biologists need to learn BASH?
- How to open Bash on MacOS, Windows or Linux
- A Biologist's Guide to Unix File System Navigation
#Essentials
- Why biologists need to learn BASH?
- How to open Bash on MacOS, Windows or Linux
- A Biologist's Guide to Unix File System Navigation
#Bash Scripting
- Why biologists need to learn BASH?
- How to open Bash on MacOS, Windows or Linux
- A Biologist's Guide to Unix File System Navigation
#HPC
- Why biologists need to learn BASH?
- How to open Bash on MacOS, Windows or Linux
- A Biologist's Guide to Unix File System Navigation
#Command Line Interface
- Why biologists need to learn BASH?
- How to open Bash on MacOS, Windows or Linux
- A Biologist's Guide to Unix File System Navigation
#Bash Commands
- Why biologists need to learn BASH?
- How to open Bash on MacOS, Windows or Linux
- A Biologist's Guide to Unix File System Navigation
#Mac
#Windows
#Linux