Machine learning with Python! Preparation

At the beginning

Last time was only able to maintain the Python environment, so This time, we will go further and prepare for machine learning with Python!

... or rather, it will be a reference bookmark memo. Don't even get to the entrance ... Machine learning

Those who do not know how to write Python in the first place

The following sites may be useful

-Learning site from introduction to application of Python

However, as a caveat, Python is not compatible in writing between 2 and 3 series. Since the printf is written differently, it may not work quite well depending on the site you refer to.

-Changes from Python 2 to Python 3.0

Packages required for machine learning with Python

The following packages seem to be often used in machine learning
NumPy A library that performs processing such as matrix calculation, various mathematical functions, linear algebra, and Fourier transform.
SciPy The core package of scientific computing routines
scikit-learn python machine learning(Machine Learning;Machine learning)Module
matplotlib Python graphing library
pandas Data frame(Tabular data structure convenient for data analysis)Library to create and operate

Please refer to Last time for how to install.

The following may be useful for learning how to use

-Data science with Python

Other

While investigating, when writing Python, the IDE's "Jupyter Notebook" Since it was introduced several times, I will post a link that was easy to understand.

-Powerful notepad for modern engineers Jupyter notebook recommendation -How to build a technical notebook environment using Jupyter Notebook -How to start the Jupyter Notebook server

That's it.

If you have any questions, please comment. mm

Recommended Posts

Machine learning with Python! Preparation
Beginning with Python machine learning
Machine learning with python (1) Overall classification
"Scraping & machine learning with Python" Learning memo
Python & Machine Learning Study Memo: Environment Preparation
Scraping with Python (preparation)
Learning Python with ChemTHEATER 03
"Object-oriented" learning with python
Learning Python with ChemTHEATER 05-1
Amplify images for machine learning with python
Machine learning with python (2) Simple regression analysis
[Shakyo] Encounter with Python for machine learning
Learning Python with ChemTHEATER 02
Learning Python with ChemTHEATER 01
Build AI / machine learning environment with Python
[Python] Easy introduction to machine learning with python (SVM)
[Python] Collect images with Icrawler for machine learning [1000 images]
I started machine learning with Python Data preprocessing
Build a Python machine learning environment with a container
Machine learning learned with Pokemon
Reinforcement learning starting with Python
Machine learning Minesweeper with PyTorch
Python Machine Learning Programming> Keywords
Python Iteration Learning with Cheminformatics
[GUI with Python] PyQt5 -Preparation-
Try machine learning with Kaggle
I started machine learning with Python (I also started posting to Qiita) Data preparation
Run a machine learning pipeline with Cloud Dataflow (Python)
Machine learning
python learning
Build a machine learning application development environment with Python
Summary of the basic flow of machine learning with Python
I tried machine learning with liblinear
Machine learning summary by Python beginners
Input / output with Python (Python learning memo ⑤)
Perceptron learning experiment learned with Python
Try machine learning with scikit-learn SVM
<For beginners> python library <For machine learning>
Python: Preprocessing in Machine Learning: Overview
Quantum-inspired machine learning with tensor networks
Get started with machine learning with SageMaker
I started machine learning with Python Clustering & Dimension Compression & Visualization
Create a python machine learning model relearning mechanism with mlflow
Machine learning environment settings based on Python 3 on Mac (coexistence with Python 2)
[Examples of improving Python] Learning Python with Codecademy
FizzBuzz with Python3
Scraping with Python
[Python] Learning Note 1
Predict power demand with machine learning Part 2
Python learning notes
Statistics with python
Notes on PyQ machine learning python grammar
Scraping with Python
Building a Windows 7 environment for getting started with machine learning with Python
python learning output
[Machine learning] Try running Spark MLlib with Python and make recommendations
Machine learning imbalanced data sklearn with k-NN
Use machine learning APIs A3RT from Python
I installed Python 3.5.1 to study machine learning
[python] Frequently used techniques in machine learning
Why Python is chosen for machine learning