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Math behind Machine Learning & Artificial Intelligence using Python in Delhi

A 3 month course which takes the student through all the math concepts that he/she requires to get into ML/AI domain

12 weeks long course | 100% Online

Learn from leading experts in the industry

Project based learning with 2 industry level projects that learners can showcase on LinkedIn.

Learn Key Tools & Technologies Python

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Syllabus

This course is full of best-in-class content by leading faculty and industry experts in the form of videos and projects

Course Overview

  • Extension of machine learning course
  • Understanding of Mathematics behind different machine learning algorithms such as linear regression, principal component analysis etc
  • This course is very important if someone want to learn deep learning
  • This course also involves lot of Mathematics with pen and paper

Course Syllabus in Delhi

On a daily basis we talk to companies in the likes of Tata Elxsi and Mahindra to fine tune our curriculum.

Week - 01 Basic concepts

  • In this session, we will learn about
    • Sets
    • Subsets
    • Power set
    • Venn Diagrams
    • Trigonometric Functions
    • Straight lines
    • A.M, G.M, and H.M
    • Concepts of Vectors

Week - 02 Permutation & Combinations

  • In this week's session, we will learn about:
    • Introduction to permutation and combinations
    • Basics of permutation and combinations
    • Fundamental principle of counting
    • Permutations
    • Combinations 

Week - 03 Statistics - I

  • In this week's session, we will learn about:
    • First business moment
    • Second business moment
    • Third business moment
    • Fourth business moment

Week - 04 Probability

  • In this week's session, we will learn about:
    • Introduction to probability
    • Random experiments
    • Conditional probability
    • Joint probability
 

Week - 05 Statistics – II

  • In this week's session, we will learn about:
    • Z Scores
    • Confidence interval
    • Correlation
    • Covariance
 

Week - 06 Probability - II

  • In this week's session, we will learn about:
    • Introduction to probability - II
    • Uniform Distribution
    • Normal Distribution
    • Binomial Distribution
    • Poisson Distribution
 

Week - 07 Likelihood (for Logistic regression)

  • In this week's session, we will learn about:
    • Introduction to likelihood statistics
    • Odds
    • Log odds
    • Maximum likelihood vs probability
    • Logistic regression

 

Week - 08 Gradient descent (for Linear & Logistic regression)

  • In this week's session, we will learn about:
    • Loss function
    • Cost function
    • The gradient descent for linear regression
    • The gradient descent for logistic regression
 

Week - 09 Linear Algebra (for PCA)

  • In this week's session, we will learn about:
    • Matrices
    • Types of matrices
    • Operation on matrices
    • Eigen values
    • Eigen vectors
 

Week - 10 Derivatives (for Neural network)

  • In this week's session, we will learn about:
    • Derivatives
    • Intuitive ideas of derivatives
    • Increasing & decreasing function

Week - 11 Backpropagation (for Deep learning)

  • In this week's session, we will learn about:
    • Chain rule
    • Maxima & minima
    • Back propagation
    • The cost function for deep learning

Week - 12 Python

  • In this week's session, we will learn about:
    • Basics of Python
    • If else
    • For loop
    • Data types
 

Our courses have been designed by industry experts to help students achieve their dream careers

Industry Projects in Delhi

Our projects are designed by experts in the industry to reflect industry standards. By working through our projects, Learners will gain a practical understanding of what they will take on at a larger-scale in the industry. In total, there are 2 Projects that are available in this program.

Logistic regression

In this project, the students are expected to perform the "Logistic Regression Algorithm" taught in the course based on the given input data.

Gradient descent

In this project, the students are expected to perform the gradient descent for ANN in Python based on the given input data.

Our courses have been designed by industry experts to help students achieve their dream careers

Ratings & Reviews by Learners

Skill-Lync has received honest feedback from our learners around the globe.

Google Rating
4.6

Master Machine Learning & Artificial Intelligence With Skill-Lync's Math Behind Machine Learning & Artificial Intelligence Course in Delhi

Artificial intelligence is a boon for all businesses and there's a buzz around AI and machine learning courses because businesses can increase productivity by adopting AI and Machine Learning. They could improve the accuracy of data collected. Machine Learning is nothing but making machines learn on their own, thus improving their ability to assess situations and solve them more efficiently than humans.

Skill-Lync is one of the best institutes for AI and machine learning in Delhi. It offers a 12-week course on Machine Learning & Artificial Intelligence, and teaches the fundamental arithmetic principles required to build Machine Learning and Artificial Intelligence algorithms. Since artificial intelligence is advancing quicker than ever before, machine learning online courses are in high demand. A machine learning crash courses could help you to secure  a job in AL/ML domain. Business need professionals because of digitization and to enhance user experience.

FAQs About Math Behind Machine Learning & Artificial Intelligence

Why go for a machine learning crash course in Delhi?

Machine learning and AI are in great demand due to its ability to reduce human errors and increase accuracy. By opting for a machine learning online course in Delhi, you could be a part of Industry 4.0 revolution.

What are the prerequisites for learning AI and ML courses for beginners?

The machine learning certification course is open to anyone interested in the field. There are no prerequisites for machine learning online courses. This machine learning crash course is for graduates, students and professionals who want to learn Machine learning and Artificial Intelligence. 

What is the program fee of Skill-Lync's best machine learning course?

This machine learning crash course has a flexible fee structure. You can select a basic plan at ₹ 7,000 per month for 3 months, which has 2 months of access, a pro plan at ₹ 10,000 per month for 3 months, which has 4 months of access, or a premium plan for ₹15,000 per month for 3 months for lifetime access.

What are the benefits of pursuing AI and ML courses for beginners in Delhi?

Students opting for a machine learning certification in Delhi gain the expertise needed to navigate the world of data. They become equipped to meet the growing demand for skilled professionals in this industry.

What are the career opportunities after taking AI and ML courses in Delhi?

Machine learning, deep learning, data science, etc., and other forms of artificial intelligence fall under this AI & Machine Learning umbrella. As a result, the machine learning course from Skill-Lync, which is one of the best institute for AI and Machine Learning in Delhi, can provide you the opportunities in many sectors like health, eCommerce, defence, etc. 

  • Machine Learning Engineer
  • Data Scientist
  • Intelligence Designer
  • Technical Product Manager
  • Deep-learning Engineer
  • Data Curator

After completing a machine learning course in Delhi, what is the expected salary range?

The expected salary range of an engineer with knowledge in AL and ML is around INR 9,42,117 per year, with an average income of ₹ 8,32,791. However, it primarily depends on your expertise and experience.

Instructors profiles

Our courses are designed by leading academicians and experienced industry professionals.

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1 industry expert

Our instructors are industry experts along with a passion to teach.

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8 years in the experience range

Instructors with 8 years extensive industry experience.

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Areas of expertise

  • Machine Learning
  • Deep Learning

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