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FlipToTech
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MUST LEARN PYTHON LIBRARIES FOR DATA SCIENCE

Python is one of the most used and popular programming languages used in Data Science. This is because it is easy to learn, debug, and Communicate which is why a majority of Data scientists.

There are certain Libraries in Python used by programmers to solve everyday problems and they are as follows:

PYTHON LIBRARIES USED IN DATA SCIENCE

  • NUMPY (Numerical Python): Numpy is a Python library used for numerical computation. It is used when working with arrays because it contains strong N-dimensional array objects.

Numpy forms the bases for other libraries like SciPY, it is also a replacement for MATLAB when used with SciPY and matplotlib.

-** SCIPY (Scientific Python)**: SciPY is an open source in Python built on NumPy. SciPY is used for solving scientific, mathematical, and engineering problems, it has built-in functions used for solving equations.

- TENSOR FLOW: TensorFlow is an end-to-end open-source library in Python used for carrying out high-performance numerical computation. TensorFlow consists of layer-helpers like tf-slim, skflow, and tf-learn which makes it functional and it reduces error by 50 to 60 percent in neural machine learning.

TensorFlow is basically used for applications like Time-series analysis, speech and image recognition, text-based applications, and video detection.

-** MATPLOTLIB**: Matplotlib is a Python library used for data visualization. It provides an object-oriented API that embeds plots into applications
.

The open source feature of Matplotlib makes it a good replacement for MATLAB. Matplotlib can be applied to the correlation analysis of variables.

  • PYTORCH: PyTorch is also an open-source machine learning library for Python. It provides two high-level features and is commonly used for neural language processing.

  • SCRAPPY: This is another open-source Python framework used for extracting data from websites in a fast and simple way with the help of selectors based on Xpath.

Python has a lot of functional libraries used in Data science and if you want to be a great and better Data Scientist, you should learn to use the Python Libraries.

**

HOW TO BECOME A PYTHON PRO AND BE A BETTER DATA SCIENTIST

**

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  • Spreadsheet
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