Professional certification in Machine Learning

Machine Learning Certification Course

Our IT training courses are developed with industry-standards and career-focused technologies.


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Award:
Certification
Awarding Body:
London IT Training
Duration & Study Mode:
5 Days / 5 Weeks
Location:
London, Flexible Online
Study Mode: Full time, Part time, Evening & Weekends, Virtual online

The Machine Learning Certification Course at London IT Training covers the fundamentals of machine learning in 5 weeks where you will spend approximately 12 hours a week. Our expert faculty team will train you on machine learning concepts, including regression, supervised and unsupervised learning, developing algorithms, classification, modeling, and more. You’ll get hands-on experience by working on real-time projects that will enable you to become job-ready.

Prerequisites

This course is best suited for graduates who are aiming to build their careers in Data Science and Machine Learning. Students who have a good understanding of mathematical concepts and basic statistics at the college level can opt for this course. Basic knowledge of python programming is a plus.

What will you gain after this course

After completion of the Machine Learning Certification Course, you will be able to:

  • Develop machine learning algorithms and models
  • Understand supervised and unsupervised learning
  • Work with regression models
  • Use different classification methods
  • Build decision trees and random forests
  • Apply K-Means clustering and time series modeling techniques
  • Understand ensemble learning and recommender systems
  • Prepare for a career as a machine learning engineer or data scientist

Jobs you can get
with a Machine Learning Certification

  • Machine Learning Engineer
  • Data Scientist
  • UK Data Scientist
  • Business Analyst
  • Developer
  • Analytics Manager

Corporate Group Training

  • Customized Training
  • Onsite / Virtual
  • Instructor-led Delivery
  • For small to large groups

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Who is this certification for?

The Machine Learning Certification Course is best suited for graduates who are aiming to build their careers in Data Science and Machine Learning. It is also suitable for intermediate professionals who are aiming to work as Machine Learning Engineers. After completion of the course, you will be prepared for a career as a Machine Learning Engineer or Data Scientist. You can also work as a UK Data Scientist.

  • Machine Learning Engineer
  • Data Scientist
  • Data Analyst
  • Business Analyst
  • Analytics Manager
Group-Icon2
Small Groups

With small groups of students, our instructors can work closely with each student.

Schedule
Flexible Class Schedules

Our class schedules are flexible on weekdays, weekend, or evenings to suit your schedule.

Instructors
Experienced Instructors

Our instructors follow a modified are personalized approach to engage students during class

Lab-Facilities
Hi-Tech Lab Facilities

Our students can access our lab facilities anytime for practical experience during and after studies.

Syllabus

I. Introduction to Machine Learning

  • Learning Objectives
  • Relationship between Artificial Intelligence, Machine Learning, and Data Science
  • Definition and Features of Machine Learning
  • Machine Learning Approaches

II. Supervised Learning Regression and Classification

  • Learning Objectives
  • Supervised Learning
  • Supervised Learning: Real Life Scenario
  • Understanding the Algorithm
  • Supervised Learning Flow
  • Types of Supervised Learning
  • Types of Classification Algorithms
  • Types of Regression Algorithms
  • Accuracy Metrics
  • Cost Function
  • Evaluating Coefficients
  • Challenges in Prediction

III. Decision Trees and Random Forest

  • Learning Objectives
  • Decision Tree: Classifier
  • Decision Tree: Examples
  • Decision Tree: Formation
  • Choosing the Classifier
  • Overfitting of Decision Trees
  • Random Forest Classifier Bagging and Bootstrapping

IV. Unsupervised Learning

  • Learning Objectives
  • Overview
  • Example and Applications of Unsupervised Learning
  • Clustering
  • Hierarchical Clustering
  • K-means Clustering
  • Optimal Number of Clusters

V. Time Series Modelling

  • Learning Objectives
  • Overview of Time Series Modeling
  • Time Series Pattern Types
  • White Noise
  • Stationarity
  • Removal of Non Stationarity
  • Time Series Models

VI. Ensemble Learning

  • Learning Objectives
  • Overview
  • Ensemble Learning Methods
  • Working of AdaBoost
  • Gradient Boosting
  • XGBoost
  • Model Selection

VII. Recommender Systems

  • Learning Objectives
  • Introduction
  • Purposes of Recommender Systems
  • Paradigms of Recommender Systems
  • Collaborative Filtering
  • Association Rule Mining

VIII. Practice Projects

Machine learning is a subset of artificial intelligence that involves teaching machines to learn from data and improve their performance on a task over time.
A career in machine learning typically requires a strong foundation in mathematics, statistics, and computer science. In addition, familiarity with programming languages like Python and experience with data analysis and modeling are also important.
To get started with machine learning, you can begin by learning programming languages such as Python, R, and SQL, and become familiar with machine learning libraries such as Scikit-learn and TensorFlow. You can also take online courses or attend workshops and conferences to learn more about machine learning.
Ethical considerations associated with machine learning include issues of bias and discrimination, privacy concerns, and accountability for the decisions made by machine learning models.
You will have access to assistance and support throughout the course. Additionally, you will have access to free mentorship, live chat for instant solutions, and mandatory feedback sessions.
Yes, you will have access to the class recordings.
After completion of the Machine Learning Certification Course, you will be prepared for a career as a Machine Learning Engineer or Data Scientist. You can also work as a UK Data Scientist.

When would you like to start?

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You can expect to get excellent facilities from London IT Training for your preferred IT course. At London It Training, you will get well designed IT courses with updated resources, which are designed to be taught under the most meritorious trainers, over the UK. You can surely look ahead to get quality training along with desirable facilities that meet the global standard at London IT Training. Here, you can pick your required IT course at your convenient time as London IT Training is offering flexible schedule for the courses. Beside of these, you will get the access to the resources of your courses at anytime from anywhere, as London IT Training has uploaded all the course content online for its candidates.
At London IT Training, you will get both academic and administrative support, whenever you need and as per your requirement. We have a team of highly skilled and professional individuals who are ready to serve you by all means. You will find our trainers available even after the scheduled class time. London IT Training is also arrange group discussion among the participants and the Instructors, that will help you to get more out from the IT course you are attending. London IT Training is also helping the candidates for a better job placement, who have successfully completed the IT courses from here.
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