Machine Learning

Machine Learning Course in Bangalore With Live International Projects

Minimum Eligibility

Graduate/ B.E/ B.Tech/ BCA/ MCA

 Course Duration

3 Months

COURSE FEES  RS.45,000/-

 

Advanced Certification in AI/ML is an in-depth and comprehensive program suitable for Tech Professionals. It is 3 Month Intensive Bootcamp Program with 1 Year Online Access and Support. It is a Hybrid Program combining Classroom and Online Learning. It is led by collaborative Faculty from Academia, Industry and Global Bluechip Institutions. The unique 5-step learning process of Masterclass Lectures, Hands-on Labs, Mentorship, Hackathons, and Workshops ensure fast-track learning.

Benefits of learning Machine Learning training course in Bangalore @ SKMTECHNOSOLZ

  • Leading Drupal training institute in Bangalore
  • State of the art infrastructure
  • Industry Experienced and skilled teachers
  • Facility to work on “Live” Projects
  • Certificate on completion of the Course
  • 100% Job Assistance Guaranteed!

Course Syllabus

Module 1. Problem Formulation and Solving

  • Formulating Real World Problems for AI/ML
  • Classification and Regression Problems
  • Intuitive and Simple Algorithms
  • Representation of the World and Real Data
  • Visualization, Data Prep, Unsupervised Learning
  • End-to-end Problem Solving

Module 2. Closer Look at AIML Algorithm

  • Linear Algorithms, Optimization and Training
  • Non-linear Solutions and MLP
  • Gradient Descent and Backpropagation
  • Decision Trees, Random Forests and Ensembles
  • Principles and Practice of ML
  • Support Vector Machines and Kernels

Module 3. Deep Learning and Practical Issues

  • Introduction to DL and Toolchain
  • Convolutional Neural Networks
  • Auto-Encoders
  • Recurrent Neural Networks
  • Overview of Advanced Topics
  • Human In the Loop Solutions, Deployment

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