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Udemy - Professional Certificate in Data Mining & Machine Learning

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Name:Udemy - Professional Certificate in Data Mining & Machine Learning
Description:

Description

Academy of Computing & Artificial Intelligence proudly presents you the course “Professional Certificate in Data Mining & Machine Learning“.

It all started when the expert team of The Academy of Computing & Artificial Intelligence [ACAI] (PhD, PhD Candidates, Senior Lecturers , Consultants , Researchers) and Industry Experts . hiring managers were having a discussion on the most highly paid jobs & skills in the IT/Computer Science / Engineering / Data Science sector in 2020.

To make the course more interactive, we have also provided a live code demonstration where we explain to you how we could apply each concept/principle [Step by step guidance]. Each & every step is clearly explained. [Guided Tutorials]

“While artificial intelligence (AI) is the broad science of mimicking human abilities, machine learning is a specific subset of AI that trains a machine how to learn. Watch this video to better understand the relationship between AI and machine learning. You’ll see how these two technologies work, with useful examples and a few funny asides.”

Course Learning Outcomes

To provide a solid awareness of Supervised & Unsupervised learning coming under Machine Learning

Explain the appropriate usage of Machine Learning techniques.

To build appropriate neural models from using state-of-the-art python framework.

To build neural models from scratch, following step-by-step instructions.

To build end – to – end effective solutions to resolve real-world problems

To critically review and select the most appropriate machine learning solutions

python programming is also inclusive.

Requirements

   A computer with internet connection
   Passion & commitment

At the end of the Course you will gain the following

   Setting up the Environment for Python Machine Learning
   Understanding Data With Statistics & Data Pre-processing
   Data Pre-processing – Scaling with a demonstration in python, Normalization , Binarization , Standardization in Python,feature Selection Techniques : Univariate Selection
   Data Visualization with Python -charting will be discussed here with step by step guidance, Data preparation and Bar Chart,Histogram , Pie Chart, etc..
   Artificial Neural Networks with Python, KERAS
   KERAS Tutorial – Developing an Artificial Neural Network in Python -Step by Step
   Deep Learning -Handwritten Digits Recognition [Step by Step] [Complete Project ]
   Naive Bayes Classifier with Python [Lecture & Demo]
   Linear regression
   Logistic regression
   Introduction to clustering [K – Means Clustering ]
   K – Means Clustering


Does the course get updated?

We  continually update the course as well.

What if you have questions?

we offer full support, answering any questions you have.

There’s no risk !
Who this course is for:

   Anyone who wish to start a career in Data mining & Machine Learning

Requirements

   Computer & Internet Connection
   Passion for Data mining & Machine Learning

Last Updated 2/2021
YouTube Video:
Category:Tutorials
Language:English  English
Total Size:10.62 GB
Info Hash:81CE831EB48D8EF03631A81F3D1FE7375485C1E4
Added By:tutsnode Verified UploaderVIP
Date Added:2021-05-07 14:05:56
Torrent Status:Torrent Verified


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