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It’s not just about training. It’s about career progress. Jumbo Techno allows you to take control of your career by learning the right skills at the right time.

Curriculum

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1.Installation and configuration


2.Data Preprocessing


3.Regression Techniques

  • Simple Linear Regression

  • Multiple Linear Regression

  • Polynomial Linear Regression

  • Support Vector Regression

  • Decision Tree Regression

  • Random Forest Regression

  • Evaluating Regression Model Performance

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4.Classification Techniques

  • K-Nearest Neighbors (KNN)

  • Support Vector Machine (SVM)

  • Kernel SVM

  • Naïve Bayes Classification

  • Decision Tree Classification

  • Random Forest Classification

  • Evaluating Classification Model Performance

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5.Natural Language Processing (NLP)

  • Basic of NLP

  • Language preprocessing Techniques

  • Auto summarizing the given text document

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5.Natural Language Processing (NLP)

  • Basic of NLP

  • Language preprocessing Techniques

  • Auto summarizing the given text document

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7.Elbow Method
8.Curve Smoothening Techniques
9.Association Rule Learning
10.Reinforcement Learning
11.Basics of Numpy and panda
12.Deep Learning

  • Basics/what is Deep Learning

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13.Artificial Neural Networks15
14.Dimension Reduction Techniques

  • Principal Component Analysis (PCA)

  • Linear Discriminant Analysis (LDA)

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15.Statistics Basics

  • Standard Deviation

  • Variance

  • Co-Variance

  • T-distribution

  • Pearson Correlation Coefficient (PCC)/ Correlation Coefficient

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16.Model Selection

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