Description

Machine Learning course with Python is an industry-designed certification training that will brush up your knowledge and skills to master the concepts and techniques using Python algorithms,  probability, supervised and unsupervised learning, collections, OO features, statistics, ML foundations, and linear and logistic regression through real-world hands-on projects. This certification training can be taken up by any individual who wishes to become a successful Machine Learning Engineer.

This is an instructor-led course with an average batch size of 100 students. In the three months of online live training, you will get both the theoretical and practical knowledge needed to build the necessary skills. The course will teach you the basic concepts of python programming, basic operators in Python functions, python modules and packages, Machine Learning Fundamentals & Math Foundations and other similar concepts. The institute’s holistic approach is stemmed to meet the long-term needs of the student and hence they provide 100% job/placement assistance.

What will I Learn?

  • Python programming language, Python algorithms and Python modules and packages
  • Machine learning foundations, linear and logistic regression and probability, supervised and unsupervised learning.

Specifications

  • Free Demo
  • 100% Placement Assistance
  • Learn from Experts
  • Missed Class Recovery
  • Certification by Institute
  • Instalment Facility
  • Interview Training

Python

  • Structure of a program
  • Data Types, Operators & Control
  • Constructs
  • Encapsulation, Object creation
  • Internals
  • OO Features: Inheritance,
  • Polymorphism, Special Methods
  • Collections: Lists, Sets, Dictionaries
  • Magic methods, Object usage,
  • Library usage, IO
  • Modules
  • Execution model
  • Exceptions
  • Project – App Development
  • Python for ML:
  • NumPy
  • Pandas
  • Matplotlib

 

Machine Learning Fundamentals & Math Foundations

  • Statistics &Probability
  • Linear Algebra
  • Multi-Variate Calculus
  • Optimization
  • ML Foundations:
  • Supervise ML:
  • Classification & Regression Models:
  • Linear Models
  • Polynomial Models
  • Regularised Models
  • Support Vector Machines(SVM)
  • Decision Trees
  • K Nearest Neighbors
  • Naïve Bayes
  • Ensemble Models:
  • Voting & Bagging Models
  • Random Forests
  • Boosting
  • Unsupervised ML
  • K Means Clustering
  • Gaussian Mixture Model
  • Dimensionality Reduction
  • Principal Component
  • Analysis (PCA)

Mr.Vikram Shastry

The trainer has 10 years of software development experience and 7 years of teaching experience. It is the combination of the two that makes his training come alive. Take a demo today to experience his method of training. The trainer's passion is to train and build applications.

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Description

Machine Learning course with Python is an industry-designed certification training that will brush up your knowledge and skills to master the concepts and techniques using Python algorithms,  probability, supervised and unsupervised learning, collections, OO features, statistics, ML foundations, and linear and logistic regression through real-world hands-on projects. This certification training can be taken up by any individual who wishes to become a successful Machine Learning Engineer.

This is an instructor-led course with an average batch size of 100 students. In the three months of online live training, you will get both the theoretical and practical knowledge needed to build the necessary skills. The course will teach you the basic concepts of python programming, basic operators in Python functions, python modules and packages, Machine Learning Fundamentals & Math Foundations and other similar concepts. The institute’s holistic approach is stemmed to meet the long-term needs of the student and hence they provide 100% job/placement assistance.

What will I Learn?

  • Python programming language, Python algorithms and Python modules and packages
  • Machine learning foundations, linear and logistic regression and probability, supervised and unsupervised learning.

Specifications

  • Free Demo
  • 100% Placement Assistance
  • Learn from Experts
  • Missed Class Recovery
  • Certification by Institute
  • Instalment Facility
  • Interview Training
₹35,400 ₹ 35,400

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