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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 ...Read more
Online
12 Weeks
Quick Facts
| particular | details | |||
|---|---|---|---|---|
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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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 -
| Head | Amount |
| Programme fees | Rs. 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
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 mechanical, automotive 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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