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- 30% Python programming for Machine Learning , Data Analytics

Python programming for Machine Learning , Data Analytics

$13.99Track price

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8.9/10 (Our Score)
Product is rated as #66 in category Machine Learning

At the end of the Course you will understand the basics of Python Programming and the basics of Data Science & Machine learning.

The course will have step by step guidance for machine learning & Data Science with Python.

You can enhance your core programming skills to reach the advanced level. You will learn about Software Design as well. eg: Flow charts, pseudacodes, algorithms. By the end of these videos, you will get the understanding of following areas the

Setting up the Environment for Python Machine Learning

Understanding Data With Statistics & Data Pre–processing  (Reading data from file, Checking dimensions of Data, Statistical Summary of Data, Correlation between attributes)

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 ]

Instructor Details

I have six years of work experience as a Researcher, Lecturer, Project Supervisor & Engineer. MSc Artificial Intelligence (University of Moratuwa), BSc Software Engineering - First Class Honours (University of Westminster),SCJP, SCWC I have completed a MSc in Artificial Intelligence. Completed BSc Software Engineering - First Class Honors from University of Westminster (UK). Sun Certified Java Programmer (SCJP). 93% and a Sun Certified Web Component Developer 97%. . I have research experience in Data mining, Machine Learning , Cloud computing, Business Intelligence & Software Engineering

Specification: Python programming for Machine Learning , Data Analytics

Duration

7.5 hours

Year

2020

Level

All

Certificate

Yes

Quizzes

No

3 reviews for Python programming for Machine Learning , Data Analytics

3.3 out of 5
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  1. Ayeshmantha Wijegunathileke

    Great Course! Can learn the basics of python used for machine learning and a few algorithms used in machine learning. Furthermore, live demonstrations of code have been provided to enhance the learning experience.

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  2. Poojasri S

    amazing

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  3. Musa Bello

    No proper introduction to the basics. For instance I should be introduced to machine learning data science, and so on. Zero level introduction to any of the courses, if I have chance I will change the course.

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    Python programming for Machine Learning , Data Analytics
    Python programming for Machine Learning , Data Analytics

    $13.99

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