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Learn Numpy online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
85 courses
Harvard University
Learn the concepts and techniques that make up the foundation of data science and machine learning.
Great Learning
The free machine learning Python course helps you build the core Python skills needed to work with data for machine learning tasks. You will learn how to use NumPy for array creation, joining arrays, finding intersections and differences, performing array-based math, and saving or loading array dat…
DeepLearning.AI
In the first course of the Deep Learning Specialization, you will study the foundational concept of neural networks and deep learning. By the end, you will be familiar with the significant technological trends driving the rise of deep learning; build, train, and apply fully connected deep neural ne…
DeepLearning.AI
In the first course of the Machine Learning Specialization, you will: • Build machine learning models in Python using popular machine learning libraries NumPy and scikit-learn. • Build and train supervised machine learning models for prediction and binary classification tasks, including linear regr…
IBM
In this course, you will learn how to analyze data in Python using multi-dimensional arrays in numpy, manipulate DataFrames in pandas, use SciPy library of mathematical routines, and perform machine learning using scikit-learn!
Great Learning
The course will introduce you to Numpy basics with a few examples. You will understand how you can use Numpy in Python programming. Next, you will learn about its various mathematical functions such as sum, subtract, multiply, and divide. Later, you will get familiar with the scalar functions of Nu…
IBM
Showcase your data analysis skills to prospective employers by carrying out common tasks performed by data analysts on a data set simulating a real-life business scenario and creating a comprehensive data analysis report.
Alison
Understanding computational computing can be challenging. It is not easy to perform numerous mathematical functions in code. This course will walk you through several examples using Python's SciPy module to demonstrate how to design and execute complicated computing functions. It starts with an int…
DeepLearning.AI
Newly updated for 2024! Mathematics for Machine Learning and Data Science is a foundational online program created by DeepLearning.AI and taught by Luis Serrano. In machine learning, you apply math concepts through programming. And so, in this specialization, you’ll apply the math concepts you lear…
IBM
A short hands-on project: Data Analysis, Data Visualization, Numpy.
Great Learning
In this course, you will learn about the top 20 packages present in python. You will start this course by learning the basic concepts of programming. Then, moving ahead you will get the idea about different types of packages present in python such as Numpy, Pandas, Matplotlib, Seaborn, Bokeh, Plotl…
IBM
A short hands-on project: KNN, Machine Learning, Numpy.
Learn the basics of the NumPy library in this tutorial for beginners. It provides background information on how NumPy works and how it compares to Python's Built-in lists. This video goes through how to write code with NumPy. It starts with the basics of creating arrays and then gets into more adva…
Great Learning
Scikit-learn, previously known as scikits.learn is a NumFOCUS fiscally sponsored project and a free software library in machine learning to support Python programming language. It includes various features to interoperate with Python numerical and scientific libraries such as NumPy and SciPy. These…
IBM
A short hands-on project: Python, Pandas, Numpy.
Duke University
In this first course of the Python, Bash and SQL Essentials for Data Engineering Specialization, you will learn how to set up a version-controlled Python working environment which can utilize third party libraries. You will learn to use Python and the powerful Pandas library for data analysis and m…
IBM
Kickstart your Python journey with this beginner-friendly, self-paced course taught by an expert. Python is one of the most popular programming languages, and the demand for individuals with Python skills continues to grow. This course takes you from zero to programming in Python in a matter of hou…
