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Data Scientist Level 3: Machine Learning

This course will make you an expert in Machine Learning, machine learning enables computers to learn and adapt through experience to do specific tasks without explicit programming.
Here you will master Machine Learning concepts and techniques, including supervised and unsupervised learning, hands-on model development algorithms with advanced Machine Learning.

Course Outlines

  • Introduction to Artificial Intelligence and Machine Learning
  • Data Wrangling and Manipulation
  • Supervised Learning-Regression
  • Feature Engineering
  • Supervised Learning-Classification
  • Unsupervised learning
  • Time Series Modelling
  • Ensemble Learning
  • Recommender Systems
  • Text Mining

What you'll learn

  • Master the concepts of supervised and unsupervised learning, recommendation engine and time series modeling algorithms, and applications of Machine Learning.
  • Statistical and heuristic aspects of Machine Learning.
  • Implement models such as support vector machines, kernel SVM, naive Bayes, decision tree classifier, random forest classifier, logistic regression, K-means clustering.
  • Improve the performance of Machine Learning models and various accuracy metrics.
  • Improve the models with optimization algorithms, which include Boosting & Bagging techniques.

Course Content

  • Master the concepts of supervised and unsupervised learning, recommendation engine and time series modeling algorithms, and applications of Machine Learning.
  • Statistical and heuristic aspects of Machine Learning.
  • Implement models such as support vector machines, kernel SVM, naive Bayes, decision tree classifier, random forest classifier, logistic regression, K-means clustering.
  • Improve the performance of Machine Learning models and various accuracy metrics.
  • Improve the models with optimization algorithms, which include Boosting & Bagging techniques.

Customize a Course

We will be happy to assist you for inquiries about a customized scheduled or program:
Rachael McPherson, Director of Sales
☎(250)882-9549 📧rachael@qacademy.tech
Caroline Santos, Corporate and Custom Sales Manager- Eastern Canada
☎(514)771-3206 📧caroline.santos@qacademy.tech

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Course Info

Prerequisites
This course does not require any prerequisites. Just your eagerness to learn!
Duration
20 Hours

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Customize A Course
We will be happy to assist you for inquiries about a customized scheduled or program:
Tanvir Qureshi
Caroline Santos
Corporate and Custom Sales Manager
(Eastern Canada)
Phone Number
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Data Scientist Level 3: Machine Learning

  • Course level: Expert
  • Categories Data Science
  • Total Enrolled 0
  • Last Update June 27, 2022

Description

This course will make you an expert in Machine Learning, machine learning enables computers to learn and adapt through experience to do specific tasks without explicit programming.
Here you will master Machine Learning concepts and techniques, including supervised and unsupervised learning, hands-on model development algorithms with advanced Machine Learning.

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