IT Software Courses in Bangalore

Artificial Intelligence & Machine Learning Job Oriented Program

Machine Learning Training in Bangalore

Zenrays Review by Ankunil

Our top notch training coupled with a live project is icing on cake. Once you have mastered Artificial Intelligence and Machine learning during training, we start with Live Industry Project. During Project you code with our consultants and experts daily to become a master of Artificial Intelligence and Machine learning. This is the last part of your Ninja Training that makes you a Front End rock star.

At ZenRays we say NO to Dummy Projects. Whatever project you work in is Actual and Industry Specific. After successful completion of project your name is added as a contributor to the project which you can showcase at Interviews as a mark of your expertise.

1. Is prior coding experience necessary? I am from Testing background
Absolutely not necessary. You should only have logical understanding.

2. Is knowing statistics or maths important?
Statistics and Maths are what you will learn in the course since these are the building blocks of ML. Basic maths - which we all studied in school is sufficient to start learning.

3. What all languages/platforms will be used to develop the models?
R and Python will be used. For Deep Learning, Keras with Tensorflow as the backend will be used.

4. How will we get the data to work upon?
Do not worry. We will provide all the data with which you will be building the ML models.

5. Will you follow any books? If so, can you please mention?
We will follow our carefully designed content. It is a mix of theory and practicals.

6. Will the course material be shared?
Yes, course material will be shared with the participants.

7. How well can I benefit from this course?
It all depends on how much effort you will put. We do our best and answer all the doubts that you will have. Please put in maximum effort so that you learn and take your career forward. Wish you - all the best.

Artificial Intelligence & Machine Learning Job Oriented Program Training in Bangalore Class Schedule : Every Weekend Classroom & Online Sessions 

Artificial Intelligence & Machine Learning Job Oriented Program Course Syllabus in Bangalore

AI & ML Training in Bangalore

Week 1

  • Introduction to ML, AI
  • Basics of Statistics
  • How to code a ML program in R and Python
  • Linear Regression - Introduction
  • Gradient Descent
  • Linear Regression - details
  • Overfitting and Regularization
  • ANOVA, F- tests
  • Handson - Build your 1st ML model

Week 2

  • Classification model with Logistic Regression
  • Maximum Likelihood Estimation
  • k-NN model
  • Normalization, Standardization
  • Hands-on - Classification Model
  • How to improve a ML model

Week 3

  • Decision Trees
  • Bagging, Boosting
  • Random Forest
  • AdaBoost, Gradient Boost
  • Hands-on in Decision Trees
  • Tips and Tricks for building ML models for industry and competitions
  • Support Vector Machines(SVM)
  • Kernel functions
  • Hands-on in SVM - build an Optical Character Reader

Week 4

  • Neural Networks
  • Forward & Backward Propagation
  • Different Activation Functions
  • Introduction to Deep Learning
  • Hyperparameters
  • Optimization methods in Deep Learning
  • Hands-on in Keras and TF
  • Introduction to Keras and Tensorflow(TF)
  • Deep Learning in Keras with TF as the backend

Week 5

  • Computer Vision
  • Image Detection, Image Classification, Localization
  • Introduction to Convolutional Neural Networks(CNN)
  • Hands-on to build an Image Detection system
  • Natural Language Processing(NLP)
  • Hands-on in NLP

Week 6

  • Unsupervised Learning
  • Recommendation Engine - Movie recommendation
  • Clustering
  • k-means
  • Hierarchical clustering
  • Hands on in Clustering - Social Media analysis

For Registration and for more Information on Artificial Intelligence & Machine Learning Job Oriented Program Training in Bangalore, contact ZenRays - the best AI & ML Training Institutes Bangalore at +91 9916482106 | 080 41127272 | corporate@zenrays.com

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