Description
Julia Programming Language – Next Gen Data Science and Machine Learning, Julia Programming Language – Next Gen Data Science and Machine Learning course is published by Skillshare Academy. The Julia programming language is the heart of the data science community. Anyone who has worked with it thinks it will be a big part of the future of data science and machine learning. Julia’s flair for translating thoughts and models into code is brilliant. Learn the core of Julia in this course and stay up to date with this next generation language. We start with language basics and then apply concepts to data science and machine learning. This is a short lesson. We’ll go through the concepts quickly without getting too involved with basic concepts like loops. We will briefly discuss why these concepts are different in Julia.
You’ll learn how to use Julia to do some things with data and then machine learning, including deep learning and neural networks, and finally, we’ll build our own neural networks from scratch in Julia. Take a look at the attached file. This file contains all the resources we will use in this course. Your project at the end of this course is to build a neural network using the Flux library, which we will discuss in this class. You can apply neural network in any kind of case: natural language processing, computer vision, classification, or just about anything you might be interested in.
What you will learn
- Repetitions and ranges of control structures
- Data structures in listsarrays
- named tuples
- Symbols Dictionaries (maps) in Julia
- Arrays transform helper functions.
- Data type details Change between data types
- Define functions that load multiple dispatches
- Functional programming – the most important concept in Julia
- Working interface with Python and R
- Getting to know how to prepare a chart
- The data obtained from the csv reading is descriptive
Specifications of Julia Programming Language – Next Gen Data Science and Machine Learning course
- Publisher: Skillshare
- teacher : Mohammad Nauman
- English language
- Education level: all levels
- Number of courses: 24
- Training duration: 3 hours and 32 minutes
Julia Programming Language – Next Gen Data Science and Machine Learning course chapters
Pictures
Sample video
Installation guide
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English subtitle
Quality: 720p
download link
File(s) password: www.downloadly.ir
Size
1.59 GB
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