Python With Machine Learning Course In Delhi


Python With Machine Learning Course In Delhi

Python With Machine Learning Course In Delhi

Bytecode is an IT certifications and Training company, an authorized/accredited training center of DIS (Data and Internet Security) Consultants.
Our head quarter is completely based in New Delhi (INDIA), We started our small IT training and certifications related operations in 1st, February 2008 with virtual lab environment and online training and In just a few years Bytecode has grown with a large number of new students, clients and partners and we have successfully trained and certified more than 15000 (fifteen thousands) students accross the world
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Python With Machine Learning Training In Delhi

 

 

Machine Learning with Python. Machine learning is a branch in computer science that studies the design of algorithms that can learn. Typical tasks are concept learning, function learning or “predictive modeling”, clustering and finding predictive patterns.

Pre-Requisites

is a truly vast and rapidly developing field. It will be overpowering just to begin. You’ve no doubt been bouncing in at the point where you need to use machine figuring out how to build models – you have some thought of what you need to do; yet when filtering the web for conceivable algorithms, there are quite recently an excessive number of alternatives.

So as to learn machine learning, you should be better than average at math. Here are the math’s you should learn keeping in mind the end goal to be prepared.

  • Linear algebra-Linear Algebra– MIT 18.06 Linear Algebra by Gilbert Strang
  • Probability theory-Probability and Statistics– MIT 6.041 Probabilistic Systems Analysis and Applied Probability by John Tsitsiklis
  • Calculus
  • Multivariate Calculus
  • Graph theory
  • Optimization methods
  • Any programming language that is widely used for ML such as python, MATLAB or C++.

P.S. I would recommend here Python as a language and would recommend below links:

  • Machine Learning with Text in scikit-learn (PyCon 2016)
  • Machine learning in Python with scikit-learn
  • Machine learning with Python

Best Python With Machine Learning Course Modules

Module 1

1) Introduction to Python

2) Numpy Basics

3) Pandas Basics

4) Matplotlib basics

5) Seaborn basics

Module 2

1) Introduction to Machine Learning

2) Data Preprocessing

3) Creating validation rules

Module 3

1) Introduction to Regression

2) Regularized Regression

3) Auto selection of parameters

4) Evaluation of best models

5) Model representation

Module 4

1) Introduction to Classification

2) Regularized Classification

3) Auto selection of parameters

4) Evaluation of best models

5) Model representation

Module 5

1) Introduction to Decision Tree

2) Auto selection of parameters

3) Evaluation of best models

4) Model representation

 Module 6

1) Introduction to Random Forest

2) Auto selection of parameters

3) Bagging and Boosting Models

4) Evaluation of best models

5) Model representation

 

Module 7

1) Introduction to SVM

2) Auto selection of parameters

3) Evaluation of best models

4) Model representation

Module 8

1) Introduction to Neural Network

2) Auto selection of parameters

3) Evaluation of best models

4) Model representation

Module 9

1) Introduction to Unsupervised Learning

2) Auto selection of parameters

3) Evaluation of best models

4) Model representation

Module 10

1) Introduction to Dimension Reduction

2) Auto selection of parameters

3) Evaluation of best models

4) Model representation

Module 11

1) Introduction to Nearest Neighbors

2) Auto selection of parameters

3) Evaluation of best models

4) Model representation

Target to Audience For Python With Machine Learning Course In Delhi

  • School Students
  • College Students
  • IT Professionals
  • IT Officers
  • IT and LAW Officers

Corporates

  • IT Training Firms
  • IT Consultants
  • IT Experts
  • IT Officers
  • IT Institutions & Colleges
  • IT Graduated
  •  Computer Science Students

BATCH OPTIONS FOR PYTHON WITH MACHINE LEARNING COURSE IN DELHI

Weekday Classes For Python With Machine Learning Course In Delhi

  • Monday to Friday
  • Duration : 2-3 Hours
  • Number of classes: 60-80 Hours(Instructor-Led Training))
  • 8:2 Practical Theory Ratio

Weekend Classes For Python With Machine Learning Course In Delhi

  • Every Sunday and Saturday
  • Duration : 4 to 8 hours.
  • Number of classes : (60-80 Hours)
  • 8:2 Practical Theory Ratio

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