johnbryce logo johnbryce logo johnbryce logo

Practical Machine Learning with Python For Developers & Data Scientists

Practical Machine Learning with Python For Developers & Data Scientists

Main Speaker:


Liran Ben Haim

Tracks:

Code

Seminar Categories:

Code
Programing

Course ID:

50114

Date:

27.04.2021

Time:

Daily seminar


Overview

Python is a common programming language for data analysis and machine learning. With its packages and tools , writing a machine learning process with python is a very simple task.

In this seminar we will cover the important packages and tools and see some practical examples how we can use it to solve machine learning problems

Who Should Attend

  • Developers
  • Data Scientists

Prerequisites

The participants should have some knowledge with python language.

Course Contents

Important packages

  • Numpy
  • Matplotlib and seaborn
  • Scipy and Scikits
  • Pandas

Why Learn

Applications

Machine Learning Process

Learning Types:

  • Supervised Learning
  • Unsupervised Learning
  • Semi-Supervised Learning
  • Active Learning
  • Reinforcement learning

Variables and features

Classification

Regressions

Types of Data

Data preparation and cleaning

Data visualization

Scikit Learn

Models:

  • Linear Regression
  • Logistic Regression
  • Support vector machines
  • Decision trees and random forests
  • Naïve Bayes
  • KNN

Deep Learning overview

Neural Networks



למידע נוסף, מלאו את הפרטים ונחזור אליכם בהקדם





By entering your email address, you agree that John Bryce training will use it for marketing purposes, emails and newsletter, as well as promotional offers and announcements, according to John Bryce training & Matrix group privacy policy. Your data will be saved in our computerized database, number 700019285. You can unsubscribe at any time by mailing infomail@johnbryce.co.il or by calling 03-7100777.

Contact
close slider

Microsoft TechDays כנס







By entering your email address, you agree that John Bryce training will use it for marketing purposes, emails and newsletter, as well as promotional offers and announcements, according to John Bryce training & Matrix group privacy policy. Your data will be saved in our computerized database, number 700019285. You can unsubscribe at any time by mailing
infomail@johnbryce.co.il or by calling 03-7100777.
Skip to content
Girl in a jacket