The basis of artificial intelligence is a machine learning
machine learning is to tell the machine what you want to do? And a bunch of data to it, imitate it do
what machine learning needs? Algorithms, data, program, evaluation, application
Machine learning can you do?
Data mining, statistical learning, speech recognition, natural language processing, computer vision
Machine learning process
* of a conventional machine learning routine
for example, a lot of news classified: sports and non-sports
1, data collection and pre-treatment
2 was constructed (the natural language into a computer recognizable feature selection data and model )
3, assessment and prediction of
machine learning how to learn?
Machine learning contains the essence of the mathematical derivation of the principles and practical application skills
in machine learning have a lot of classical algorithm, as we have to learn, you need to know is how to derive an algorithm that how an application
if the algorithm does not know how to, adjust parameters do not know how to adjust, it is important to derive
what depth of learning?
Depth study is an extension of machine learning neural network algorithm, but the broad application of
deep learning some of the more powerful computer vision and natural language processing
I learned machine learning and depth of learning it? The basis of everything is machine learning
machine learning DIY?
GitHub, kaggle, major resource sharing point
the accumulation of cases play a great role
is usually some kind of routine before pressing the copy, the first imitation, re-creation
Anaconda one-click installation:
Anaconda packed python, jupyter, pandas, matplotlib etc., Anaconda installation the equivalent of installing a bunch of
first step, go to the official website to download Anacanda
second step, the installation, the next step has been
the third step
1, open the "start" --Anaconda Prompt, type the command "conda list" to see which libraries installed
2, if the pandas need to install: Enter the command "Conda install pandas"
3, if you need to update pandas: Enter the command "Conda Update pandas"
3, open the "Start -notebook" is jupyter notebook