Julia Programming For Data Science & Machine Learning: Julia
What you'll learn
- update your resume with Julia Skill
- Learn Julia programming constructs
- Julia installation with Jupyter notebook
- Julia basics variable numbers and string
- Managing Third Party Package in Julia
- Learn different Julia collection array, dictionary and tuples & Operations
- Apply Julia Function for vector and matrix Operations
- Analyse Data with Julia Dataframes package equivalent to pandas in Python
- Draw plot with plots module in julia
- Sale Prediction using Linear Regression on Sales Data with GLM Package
- Predict Salary using Multiple Linear Regression on Salary Data
- Logistic Regression on camera data with Julia GLM
- Cluster Data with K-Means clustering algorithm (Clustering)
- Reduce Dimension of iris Dataset with PCA (MultivariateStats package)
Course content
- Preview04:43
- 00:22Course - FAQ
- 01:26Review
- 01:55Installation Instruction
- 05:02Install Julia (Windows)
- 04:49Install Julia (Linux)
- 02:42Installation issue
- 02:27Getting started Julia with Jupyter Notebook
- 00:14Join Online Classroom
Requirements
- High school mathematics
Description
Do you like Python, you enjoy writing python code. It's very easy to code in python. But python is slow. So production require very high performance computing.
So we need a language which is easy to work like python and as fast as low level programming language like C.
Julia is the programming language which looks like Python and execute like C.
If you want to learn next generation fast scientific computing language and easy to work with Julia is the right solution for you and you have come at a right place to learn the Julia.
This course mainly focus on data science aspect of Julia. Although I am going to start with Julia introduction installation and major basic concepts related to Julia.
Following topics we are going to cover in this course.
Introduction to Julia and installation
Julia basics number variable send string
Julia collections, dictionary, sets and tuples.
Julia package management system and creating function in Julia
Vector and matrix related operation in Julia
Linear algebra with Julia
Data frame package
And plotting with plots package in Julia
Linear and Multiple Regression with GLM package
Udemy consider 30 days money back guarantee, so no need to worry about anything.
Get it enrolled in the course.
And I will see you inside the course.
Happy learning
Ankit mistry
Who this course is for:
- Anyone who want to learn next generation language : Julia
- Anyone who want to learn fast language like c and easy language like python
- Any developer who want learn Data Science with julia
Instructors
![Ankit Mistry](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64"%3E%3C/svg%3E){kind=avatar}
- 4.2 Instructor Rating
- 2,202 Reviews
- 44,414 Students
- 18 Courses
I am Ankit Mistry, completed my master from IIT Kharagpur in area of machine learning, Artificial intelligence.Now working as Software Developer, Big Data Engineer in one of leading private investment bank with 8+ years of experience in software industry.
Over the time I developed interest related to data discipline and learned about data analysis, machine learning model development.
Created course in area of Python, Data Science, Data analysis, Machine Learning.
I am so excited to be on Udemy online learning platform and want to make big impact on your software career.
I hope you will like my course offering.
- 4.3 Instructor Rating
- 1,484 Reviews
- 25,429 Students
- 8 Courses
This is Data Science & Machine Learning academy by Ankit Mistry. Main aim is to help software engineer for analysis of data by teaching various latest trending technological skills like python, Machine Learning, data Science, R, Big-Data, Numpy, Pandas.
Keep Learning.
I Hope you like course we offer.
Happy Learning
Regards
Data Science & Machine Learning Academy by Ankit Mistry