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Machine Learning using Python

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Ongoing

Course offered by Sanjay Kar

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We teach module wise and have following components.

1. Basic Statistics using excel

2. Python Basics

3. Python Advance

4. Machine Learning

5. Vizualization

6.2 live projects on scorecard building

7.Interview preparation

We provide conceptual clarity and practical analytics experience so that the student can a get a job easily post the course.We would help student lifetime as when they need help or guidance.

The course is both online and Classroom. The Classroom training would happen in our HSR layout center.Online training would happen on Skype. 

The timings are flexible for online mode. The classroom training would happen in Morning(10 to 13 pm) or in evening(7 to 9 pm). On weekend(10 to 2 pm)

The faculty are experience and have vast knowledge in data analytics domain.They would try their best you understand the basics and can apply it in your job.

MODULE I: BASIC PYTHON AND LINEAR REGRESSION

  •  Basic python and environment,Pandas,Matplotlib
  • Linear Regression

MODULE II: CLASSIFICATION AND PARALLEL COMPUTING

  •  Logistic Regression
  • Probability and Bayes Theorem
  • Parallel Computing [Parallel/Distributed Computing/Multithreading]

MODULE III: CLUSTERING AND DECISION TREES

 Clustering 

Decision Tree and random Forest 

MODULE IV: UNSUPERVISED LEARNING AND SVM

Unstructured Text 

Support Vector Machine 

MODULE V: DEEP LEARNING

 Neural Network ï?· Convolution Neural Network (Keras) - Image Classification ï?· Recurrent Neural Network with LSTM - Build a chatbot 

PROJECTS & ASSIGNMENT

  • 3 Projects
  • 10 Assignments
  • 2 Exams 

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About the Trainer

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Sanjay Kar

Master in Math from IIT Chennai

12 Years of Experience

12 years experience in data analytics.

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