Description
Julia Programming Language – Next Gen Data Science and Machine Learning, a course published by Skillshare Academy, 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 elegance in translating ideas 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 the basics of the language and then apply the concepts to data science and machine learning. This is a short course. We will review the concepts quickly without getting bogged down in basic concepts like loops. We will discuss why these concepts are different in Julia ut briefly.
You will learn how to use Julia to do some work with data and then machine learning including deep learning and neural networks and finally, we will build our own neural networks from scratch in Julia. Take a look at the attached file. This file has 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 that we will cover in this class. You can apply neural networks to any type of case: natural language processing, computer vision, classification, or just about anything else you might be interested in.
What you will learn
- Iterations and ranges of control structures
- Data structure in listsarrays
- named tuples
- Dictionaries (maps) symbols in Julia
- Arrays transform helper functions.
- Data type details Change between data types
- Defining functions that load multiple dispatches
- Functional Programming – The Most Important Concept in Julia
- Working with Python and R
- Introduction to chart preparation methods
- Data from CSV reading in a descriptive way
Julia Programming Language – Next Gen Data Science and Machine Learning Course Details
- Publisher: Skillshare
- Instructor: Mohammad Nauman
- Language: English
- Education level: All levels
- Number of lessons: 24
- Training duration: 3 hours and 32 minutes
Julia Programming Language – Next Gen Data Science and Machine Learning Course Topics
Pictures
Sample video
Installation Guide
After Extract, view with your favorite player.
Subtitles: English
Quality: 720p
Download link
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File size
1.59 GB
