Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers
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In this module, we will introduce the ideas of Statistics, machine learning and artificial intelligence. ⮚ Basics of Probability ⮚ Basics of Statistics ⮚ What is ML & AI
In this section, we start with supervised learning ⮚ Introduction to normal distribution & standard normal distribution ⮚ Introduction to business moments ⮚ Artificial Intelligence
In this section, we start with supervised learning
⮚ Introduction to supervised learning
⮚ What is linear regression
⮚ One hot encoding
⮚ Cost function and gradient descent
In this section, we start with classification algorithm
⮚ Introduction to classification problems
⮚ What is logistic regression
⮚ Cost function and gradient descent
In this module, we will introduce some more classification algorithms
⮚ Decision tree
⮚ Entropy
⮚ Information gain
In this section, we will assess the algorithms
⮚ Random Forest
⮚ Bootstrapping and majority rule
⮚ Evaluation of classifiers
In this module, we will introduce SVM
⮚ Support Vector Machines
⮚ Mathematical intuition behind SVM
⮚ How SVM is different from other classifiers
In this section, we will introduce knn
⮚ K-Nearest Neighbour
⮚ Lazy Algorithm
⮚ Single layer Neural Network
In this section, we will introduce clustering
⮚ What is clustering
⮚ Why clustering is important
⮚ Kmeans and elbow curve
In this section, we will introduce another type of clustering
⮚ Hierarchical Clustering
⮚ Dendrogram
⮚ Evaluation of clustering algorithms
In this module, we will introduce some feature selection techniques
⮚ Feature Selection
⮚ Principal Component Analysis
⮚ Mathematical intuition behind PCA
In this section, we will introduce neural network
⮚ Artificial Neural Network
⮚ Deep learning
⮚ Different activation functions
⮚ Understanding back propagation
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The courses at Skill-Lync are designed to focus on the core fundamentals and their implementation in industry-oriented projects. These courses are designed by industry experts who understand the job market.
Design Engineer @ Openso Engineering
Skill-Lync provided me with constant support and guidance and gave me an opportunity to explore new tangents in my field.
Trainee Engineer @ Equilibrium Solutions Pvt. Ltd.
Excellent institute in providing quality industry oriented courses.
Graduate Engineering Trainee @ EASI Engineering Services Pvt. Ltd.
Skill-Lync offers industry-oriented programs. The support team cleared all my doubts in a timely manner and ensured that I understood the problem areas. Tool tests & mock interviews conducted by the student success team simulated real-world experience and helped me clear my interviews with ease.
Graduate Engineering Trainee @ Satyam-Venture Engineering Services Pvt Ltd
Thank you Skill-Lync, I got two job offers - one from SATVEN, another from EASi. Thanks to the many interviews that Skill-Lync sent my way.
Graduate Engineering Trainee @ EASI Engineering Services Pvt. Ltd.
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Our instructors are industry experts working in Fortune 500 companies. We partner with them to deliver the lectures online. You will be given access to recorded content and assignments each week.
You should be pursuing or have graduated with a B.E/B.Tech in Mechanical or Computer Science Engineering.
Our support system is amazing!. You can read our reviews on Google to see this. We focus on one-on-one support which no one else does. We will communicate with you through videoconferencing, WhatsApp messages/calls, individual online sessions and also in person.
Doubts and queries are addressed by a dedicated support engineer who is assigned to you to walk you through your problem areas and clarify any queries that you may have.
Our courses are crafted after consultation with industry experts. This gives you the opportunity to apply what you have learned only as theory and work on projects that will give you a leg up in your career aspirations - be it an MS admit, a new job or growth within your organization. This course will help you bridge the gap between academia and industry and get you market-ready.
Learn industry-relevant skills from technical experts
All of our courses are mapped to specific job functions in the market
Work on projects, publish to your profile and get hired in top companies
In the past 12 months, we have placed 200+ students, helped students get over USD 500,000 in scholarships
Get access to highly-dedicated technical and customer support teams
Once you are part of Skill-Lync, you can keep learning relevant skills through LIVE webinars and workshops
Skill-Lync offers projects based advanced engineering courses for engineering students by partnering with industry experts.
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