Best machine learning training institute in noida

Author: Inovi Afzal

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Course Content:

Module 1: Regression-

Techniques:

1.Random Forest Regression

2. Simple Linear Regression

3. Multiple Linear Regression

4. Polynomial Linear Regression

6. Support Vector Regression

7. Decision Tree Regression

Module 2: Classification-

Techniques:

  1. K-Nearest Neighbors (KNN)
  2. Support Vector Machine (SVM)
  3. Kernel SVM
  4. Naïve Bayes Classification
  5. Decision Tree Classification
  6. Random Forest Classification
  7. Evaluating Classification-

Model Performance

Module 3:Natural Language-

Processing (NLP):

  1. Basic of NLP
  2. Language preprocessing Techniques
  3. Auto summarizing the given-

text document

  1. K-Means Clustering
  2. K-mini Batch Clustering
  3. Build Pipeline View Project
  4. Hierarchical Clustering
  5. Jenkins to run script remotely
  6. Elbow Method
  7. Curve Smoothening Techniques

Module 4:Dimension-

Reduction Techniques :

1. Docker Principal Component-

Analysis (PCA)

  1. Linear Discriminant Analysis (LDA)
  2. Basics of Numpy and panda
  3. Reinforcement Learning
  4. Association Rule Learning
  5. Curve Smoothening Techniques

Module 5: Statistics Basics:

  1. Standard Deviation
  2. Variance
  3. Co-Variance
  4. T-distribution
  5. Pearson Correlation Coefficient-

(PCC)/ Correlation Coefficient

Module 6:Model Selection:

1. To Learn Live Online Machine-

Learning Training-

in Globally and Design Machine Learning-

Training in Noida using Class Room, -

ENROLL TODAY at myTectra.

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Contact:

Email:info@inovitechnologies.com

Address: F-7, Sec-3 Noida UP 201301

Mobile No: 9354482334, 8810643463

Phone No: +91-120-4213880