Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python

BY
Skill Lync

Learn more about the fundamentals of statistical tools like ML and AI to analyse data using python in this online course.

Mode

Online

Duration

12 Weeks

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course overview

The Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python online; the programme is a skill development course offered by the online education platform Skill Lync. The course study is about the mathematical principles and ideas associated with the statistical tools of machine learning and artificial intelligence along with the primary concepts of ML and AI to comprehend the data. The online programme is based on python, a programming language which is used for effective integration of systems and is the most desired language for the working of machine learning and artificial intelligence

The Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python online certification course consist of course instructors who are professionals who are a part of the fortune 500 companies who provide a wholesome training through online lectures for the candidates to gain deep understanding of the domain knowledge. The course provides individual support to the participants through a support engineer in the course.

The highlights

  • Online mode
  • Technical support
  • Demo session
  • Certification
  • Flexible course fee
  • Student success team
  • Testimonials
  • Industrial projects

Program offerings

  • Online lectures
  • Videos
  • Project portfolio
  • Support engineer
  • Email support
  • Forum support
  • Telephone support
  • Demo session
  • Job guidance

Course and certificate fees

The fees for the course Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python is -

HeadAmount
Programme feesRs. 40,000
certificate availability

Yes

certificate providing authority

Skill Lync

Who it is for

The Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python online course is developed for the students who are pursuing automotive, mechanical, electrical or electronics and civil engineering. It enables the freshers or professionals to gain knowledge of machine learning and artificial intelligence.

Eligibility criteria

This online course requires the candidates to be mechanical automotive & aerospace engineers or electrical & electronic or civil engineers.

Certificate qualifying details

The Skill Lync provides two kinds of certificates to the students, a merit certificate to the top five students of the class and a course completion certificate to the students who have completed the course.

What you will learn

Knowledge of artificial intelligence Machine learning Knowledge of data sorting Knowledge of python Statistical skills Mathematical skill Application of ml algorithms

The ‘Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python’ online course will help you gain knowledge of the fundamentals of machine learning and artificial intelligence and understand the data using those statistical tools. This programme enables the students to acquire skills in the domain of statistics,probability, classification algorithms  and mathematics. During this course the strategies and techniques of machine learning and artificial intelligence is understood by using the programming language python hence this online training aids in gaining of the expertise in python.

The syllabus

Week 1 - Basics of Probability and Statistics

  • Basics of Probability
  • Basics of Statistics
  • What ML & AI is

Week 2 - Basics of Machine Learning (ML) & Artificial intelligence (AI)

  • Normal Distribution & Standard Normal Distribution: Introduction
  • Business Moments: Introduction
  • Artificial Intelligence

Week 3 - Supervised Learning - Prediction

  • Supervised learning: Introduction
  • What linear regression is
  • One hot encoding
  • Cost function and gradient descent

Week 4 - Supervised Learning - Classification

  • Classification problems: Introduction
  • What logistic regression is
  • Cost function and gradient descent

Week 5 - Supervised Learning - Classification

  • Decision tree
  • Entropy
  • Information gain

Week 6 - Random Forest & Model Evaluation

  • Random forest
  • Bootstrapping and majority rule
  • Evaluation of classifiers

Week 7- Supervised Learning - Classification

  • Support Vector Machines (SVM)
  • Mathematical intuition behind SVM
  • How SVM is different from other classifiers

Week 8 - Supervised Learning - Classification

  • K-Nearest Neighbor
  • Lazy Algorithm
  • Single-layer Neural Network

Week 9 - Unsupervised Learning - K-Means

  • What clustering is
  • Why clustering is important
  • K Means and elbow curve

Week 10 - Unsupervised Learning - Hierarchical

  • Hierarchical Clustering
  • Dendrogram
  • Evaluation of clustering algorithms

Week 11 - Unsupervised Learning - PCA

  • Feature Selection
  • Principal Component Analysis (PCA)
  • Mathematical intuition behind PCA

Week 12 - Supervised Learning - Classification

  • Artificial Neural Networks
  • Deep learning
  • Different activation functions
  • Understanding back propagation

Admission details

The candidate who wish to apply for the ‘Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python’ online course can follow the steps below,

Step 1: Go to the course page on the Skill Lync official website using the following link,

https://skill-lync.com/computer-science-engineering-courses/ml-ai-mechanical-engineers

Step 2: Click on the ‘Enroll now’ option 

Step 3: Choose your preferred amount of course access and respective course fee.

Step 4: Complete the enrollment by following the instructions given.

How it helps

The Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python online certification course helps the students gain mathematical and statistical skills necessary to decipher the knowledge of machine learning and artificial intelligence. They gain a clear understanding of the programming language python that makes data integration effective. After the completion of this course the students will be able to get professional guidance to find domain specific jobs in the industry. The projects done during the training will help them acquire practical knowledge and skills for their career development.

FAQs

Which university offers the course on ‘Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python’?

The online education provider website Skill Lync offers the course on ‘Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python’.

Is the ‘Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python’ online programme available for free?

No, but the course fee can be paid in flexible installments.

What is the eligibility criteria for the ‘Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python’ online training programme?

The candidates are required to have a background of mechanicalautomotive engineering or electrical, electronics or civil engineering.

Is there any scholarship available for the ‘Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python’ online certification course?

No, there is no scholarship available for this online course.

Will I get any support to find jobs after the completion of the ‘Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python’ online course?

Yes, there are specific people assigned to help the students find jobs after the course completion.

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