We have discussed various types of machine learning methods. However, we need to know How Machine Learning is related to AI?
Certainly a section considers machine learning as a subfield of artificial intelligence.
But it could be misleading.
Why?
We use the knowledge of machine learning in the study of AI. There is no doubt about it.
But defining machine learning as a subfield of artificial intelligence would not make justice to the models of data we create.
With reference to that data science has more proximity to the machine learning data models.
In fact, we use different types of mathematical models and finally those models help us to understand data.
If you are a complete beginner your journey to learn TensorFlow might start from here.
For the TensorFlow beginners we have a dedicated category – TensorFlow for Beginners.
But besides that, you may need to learn several other machine learning and data science libraries.
As a result, you may check these categories as well – NumPy, Pandas, Matplotlib.
However, without learning Python, you cannot learn the usages of these libraries. Why? Because they all use Python as the Programming language.
Therefore please learn Python at the very beginning and start learning TensorFlow.
And, finally please check our Mathematics, Discrete Mathematics and Data Structures categories specially. We have tried to discuss from basic to intermediate level so that you can pick up the core ideas of TensorFlow.
Of course there are parameters that tune the machine learning models to observe the patterns and based on that machine learns.
Therefore, neither AI, nor data science fall into the machine learning category.
Machine learning is something where machines learn from data.
In this line, we can say that there are different types of machine learning techniques.
We have already discussed them briefly.
For example, a machine learning algorithm learns from users’ behavior. Right?
It observes data and learns from it so that in future it can follow the same guideline.
We have used the example of a child in previous sections.
As we progress, we will find that there are several categories, types involved in this process.
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