Best Numpy Online Courses, Training with Certification-2022 Updated

Numpy is the package of python programming language and scientific computations are done by using numpy. Professionals who are hunting for the best numpy online courses this is the right place to do the course. From this numpy online course people will understand the concepts like statistical and mathematical functions in the numpy, differences between the script mode and python interpreter, how to program on raspberry pi and windows, bitwise operations, linear algebra, file and set operations in the numpy, digital image processing with the numpy, how to manipulate an array matrix in numpy, basics of python, how to insert, delete and append the numpy array,  how to design the games by using the python, how to access the data in numpy, how to use the slicing operations and more. Now a days there are multiple number of numpy online courses in the world. From them our experts has picked some best numpy online courses for you which are listed below.

#1 Complete NumPy Masterclass: Go from Zero to Hero in Numpy – Udemy

The complete numpy masterclass online course is offered by Ashwin Pajankar. Here 800+ candidates are learning this complete numpy masterclass online course. Students will understand the numpy with the matplotlib, python 3 and jupyter. You will understand about the scientific ecosystem. You people will understand that how to use the matplotlib and numpy for the image processing and you will also know the basics and creation of visualizations by using the matplotlib. Instructor will discuss that how to work with the matrices, ndarrays in the numpy. You will also understand about the statistical and mathematical functions in the numpy.
Key points:

• Students will understand that how to install the python 3 in the windows. You will learn about the python on the raspberry pi, how to setting and unboxing the raspberry pi etc.
• You people will understand that how to program on raspberry pi and windows, differences between the script mode and python interpreter, pip and pypi introduction, pip in the raspberry pi and windows, installation of matplotlib and numpy in raspberry pi and windows etc.
• From the jupyter section students will understand the concepts like installation of jupyter in raspberry pi and windows, installation of putty in windows etc.
• Instructor will explain the concepts such as creation of array routines and matplotlib, routines for the random, manipulation of arrays, statistical functions, bitwise operations, linear algebra, file and set operations in the numpy, counting and sorting routines in numpy and so on.
• From the digital image processing with the numpy section you will understand the topics like image statistics, masks, arithmetic and logical operations, saving the images, image channels etc.

Rating: 3.8 Out of 5   
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#2 Complete Data Analysis Course with Pandas & NumPy : Python – Udemy

The Complete Data Analysis online course was offered by Ankit Mistry (software engineer). Students will understand the important data structures of the pandas like panel, dataframe and series and learn how to group the data for analysis. Here more than 6k pupils are learning this Complete Data Analysis course. You will understand that how to deal with the text data with in the pandas functions. Instructor will explain about the most popular python data analysis library that is pandas, arrays, manipulation of array matrix in numpy. You will also learn that how to analyse the dimensional data and also know how to set up the python in the anaconda environment.
Key points:

• Students will learn the topics like data analysis, introduction of pandas, know the various ways for installing the python and pandas in local system, importing the library, update and remove the packages, how to download the python code etc.
• You people will understand the topics like basics of python, data types, strings, numbers, functions, tuples, dictionary, loops, creation of numpy array, numpy functions, indexing, linear algebra with the numpy, insert, delete, append the numpy array etc.   
• From the series section you will understand the concepts like creation of series from the python object and csv file, series methods and attributes, label indexing, how to extract the values from the series etc.
• Instructor will explain about the pandas data frame, options of pandas, data grouping, visualize of data with the pandas, data cleaning, export and import the data from the pandas, dataframe multiindex etc.

Rating: 4.5 Out of 5
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#3 Create Arrays in Python NumPy – Learn Scientific Computing! – Udemy

The Creation of Arrays in the Python Numpy online course was created by Online Training Plus academy. Here 90 students are learning this Creation of Arrays in the Python Numpy course. You people are able to code in python programming language. Students can perform the different calculations, statistics and functions with the numpy. Instructor will explain that how to design the games by using the python. You will understand that how to create the arrays of numpy. And you can able to manipulate and resize the arrays. Here instructor was offering two articles and 22 hours on demand videos with full period access. Students will learn all the basics of the programming like functions, if statements and variables.
Key points:

• You people will understand the concepts like lists introduction, examples of for loop, while loop, continuing and breaking the loop, how to make the shapes by using loops, nested loops etc.
• Instructor will discuss the topics like dictionaries and sets, implementation, know how to writing and reading the participant data for/from the file, statistics with the participant data from the file etc.
• From the classes section students will learn the topics like inheritance and some examples. From the importing section you will know to topics like random library, ways to import, use the time library, math library, usage of lists with the random etc.
• From blackjack game project section you will learn the shuffling and creation of deck, creating and expanding the player class, implementation of win and bet, running the game etc.
• Students will understand about the error handling, creation of standard numpy arrays, attributes on the numpy arrays, manipulation of numpy arrays, math functions and calculations with the numpy arrays and so on.

Rating: 3.4 Out of 5      
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#4 Unpacking NumPy and Pandas – Udemy

The Unpacking Pandas and Numpy online course was offered by Packt Publishing. Here 70+ candidates are learning this Unpacking Pandas and Numpy online course. Students will understand that how to sort, map and read the various data into the pandas and numpy. You will learn that how to subset the data frames by using the pandas. You people are able to interface the python data analysis with the R programming language packages. This Unpacking Pandas and Numpy course includes 2.5 hours demanded videos and one downloadable video resources with full period access. Students will understand that how to slice and create the data arrays by utilizing the numpy.
Key points:

• Students will learn the concepts like installation of anaconda, how to write the python code by the jupyter notebook, how to use the alternatives to the jupyter, management of package and environment of conda etc.
• Learn how to set mysql database for storing the data which is used for data analysis.
• You people are able to understand the topics like numpy data types, matrices, special values, ndarrays, how to access the data in numpy, slicing the arrays in the numpy etc.
• Instructor will explain the concepts like how to perform the linear algebra and arithmetic with the ndarrays, how to use the numpy for performing the calculations by using the vectorization and ufuncs.
• Students will come to know the concepts such as pandas, know how the data frames and series are structured, how to use the slicing operations, how to perform the computations by using the pandas, mapping, function applications with the pandas etc.
• Instructor will also explain the topics like plotting with the pandas, hierarchical indexing, handling the missing data, managing the data by ranking and sorting etc.

Rating: 3.9 out of 5     
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#5 Data Science with Plotly, NumPy, Matplotlib, and Pandas – Udemy

Business professionals who wants to learn about the data science then you people can take this data science with numpy, ploty, pandas and matplotlib online course. Here 5k+ pupils are enrolled to learn this online course which is offered by Ashwin pajankar (programmer). You people will understand the topics like basics of python ecosystem, pandas, numpy, matplotlib, numpy Ndarrays, creation of array routines, nd array manipulation, bitwise operations, random array generation, statistical functions, configuration of charts with the plotly etc. here this data science course includes nine articles, 11 downloadable video resources and 13.5 hours on demanded videos.
Key points:

• Students will learn that how to install the python 3 on the windows and you will understand the topics like raspberry pi, unboxing of raspberry pi, installation of raspbian in os, know the differences between the script mode and interpreter mode etc.
• You will learn the concepts like pip on the windows, index of python package, installation of numpy and matplotlib on the windows and on raspberry pi, jupyter on raspberry and windows, Ipython etc.
• Instructor will discuss the concepts like numpy introduction, ndarray properties, constants of numpy, slicing, index, bitwise operations, creation of arrays, matplotlib, matrices, random sampling, manipulation routines of array, statistical functions etc.
• Learn the concepts such as single line and multi line plots, colour line markers, installation of scipy on the windows, installation of pandas, vector dot products, QR decomposition, linear algebra with the scipy etc.
• Instructor will also explain about the data transformation, basics of plotly, data acquisition with the pandas, python, matplotlib, dataframe and series in the pandas etc.

Rating: 4.4 Out of 5
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Best Numpy Books:

#1 NumPy Cookbook – Second Edition by Ivan Idris
#2 NumPy Beginner’s Guide – Second Edition by Ivan Idris
#3 Learning NumPy Array by Ivan Idris
#4 Guide to NumPy: 2nd Edition by Travis E. Oliphant PhD
#5 NumPy Essentials by Leo (Liang-Huan) Chin & Tanmay Dutta