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Must Learn Python Libraries For Data Science by FlipToTech: 11:06am On Jul 21, 2022 |
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 Flip to Tech is offering an Eight ( weeks Training Course on DATA SCIENCE where you will learn: Spreadsheet Data Cleansing Data Analysis SQL Decision Making Metadata Sample Size Determination Questioning Data Visualization ( DataViz) ENROLL NOW for this Course for 150,000 NGN Training Commence: July 23rd, 2022. Venue: 45. Ajose Adeogun Street, Utako, Abuja. For further Enquiries call: 07017935247 or visit our Website @ www.fliptotech.ng Pls Connect with us on our social media handles: Instagram: fliptotech Substack: fliptotech
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