Data Science Training

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Instructor-Led Training Parameters

Course Highlights

  • Instructor-led Online Training
  • Project Based Learning
  • Certified & Experienced Trainers
  • Course Completion Certificate
  • Lifetime e-Learning Access
  • 24x7 After Training Support

Instructor-led Training Live Online Classes

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Data Science Training Course Overview

Enterprises and businesses need high-end tools and technology to drive business insights and perform critical data analysis, developing predictive models. Data Science helps businesses manage large sets of data, using different algorithms and mathematical analysis for extracting valuable insights to apply strategic decisions.

Multisoft Systems impart high-end Data Science training in Noida, providing complete know-how of how to analyze Big Data using R Programming and Hadoop. The Data Science certification training also explains what are the roles played by Data Science professionals.

Multisoft Systems offers a comprehensive data science training program that covers all aspects of the field, from data collection and analysis to machine learning and artificial intelligence. The program is taught by experienced professionals with a deep understanding of the latest data science techniques.

The program is designed to help students develop the skills they need to succeed in a data science career. Students will learn how to collect, clean, and analyze data; build machine learning models; and deploy their models into production. They will also learn about the ethical and legal implications of data science.

The program is delivered in a blended format, which combines online learning with live instructor-led sessions. This allows students to learn at their own pace and get the support they need from their instructor.

The data science training program from Multisoft Systems is a great way to learn the skills you need to succeed in a data science career. The program is comprehensive, well-taught, and delivered in a convenient format.

Here are some of the benefits of taking data science training from Multisoft System

  • Learn from experienced professionals with a deep understanding of the latest data science techniques.
  • Develop the skills you need to succeed in a data science career.
  • Learn how to collect, clean, and analyze data; build machine learning models; and deploy your models into production.
  • Learn about the ethical and legal implications of data science.
  • Learn in a blended format that combines online learning with live instructor-led sessions.
Target Audience

This course is ideal for aspirants who are looking to enhance their data analysis understanding, along with Big Data Analytics, Analytics Managers, Data Scientists, Hadoop Professionals, Information Architects and more.

Prerequisites

Aspirants opting for this course should have basic knowledge core Java and functional programming, and mathematical aptitude.

Data Science Training Course Content

1. Introduction to Data Science

  • Introduction to Big Data
  • Roles played by a Data Scientist
  • Analyzing Big Data using Hadoop and R
  • Methodologies used for analysis
  • The Architecture and Methodologies used to solve the Big Data problems

2. Basic Data Manipulation using R

  • Understanding vectors in R
  • Reading Data, Combining Data
  • Subsetting data
  • Sorting data and some basic data generation functions

3. Machine Learning Techniques Using R Part-1

  • Machine Learning Overview,
  • ML Common Use Cases
  • Understanding Supervised and Unsupervised Learning
  • Techniques, Clustering
  • Similarity Metrics
  • Distance Measure Types: Euclidean, Cosine Measures, Creating predictive models

4. Machine Learning Techniques Using R Part-2

  • Understanding K-Means Clustering
  • Understanding TF-IDF and Cosine Similarity and their application to Vector Space Model
  • Implementing Association rule mining in R

5. Machine Learning Techniques Using R Part-3

  • Understanding Process flow of Supervised Learning Techniques
  • Decision Tree Classifier
  • How to build Decision trees
  • Random Forest Classifier
  • What is Random Forests
  • Features of Random Forest
  • Out of Box Error Estimate and Variable Importance
  • Naive Bayes Classifier

6. Introduction to Hadoop Architecture

  • Hadoop Architecture
  • Common Hadoop commands
  • MapReduce and Data loading techniques (Directly in R and in Hadoop using SQOOP, FLUME, and other Data Loading Techniques)
  • Removing anomalies from the data

7. Integrating R with Hadoop

  • Integrating R with Hadoop using RHadoop and RMR package
  • Exploring RHIPE (R Hadoop Integrated Programming Environment)
  • Writing MapReduce Jobs in R and executing them on Hadoop

8. Mahout Introduction and Algorithm Implementation

  • Implementing Machine Learning Algorithms on larger Data Sets with Apache Mahout

9. Additional Mahout Algorithms and Parallel Processing using R

  • Implementation of different Mahout algorithms
  • Random Forest Classifier with parallel processing Library in R

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Free Data Science Training Assessment

This assessment tests understanding of course content through MCQ and short answers, analytical thinking, problem-solving abilities, and effective communication of ideas. Some Multisoft Assessment Features :

  • User-friendly interface for easy navigation
  • Secure login and authentication measures to protect data
  • Automated scoring and grading to save time
  • Time limits and countdown timers to manage duration.
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Data Science Corporate Training

Employee training and development programs are essential to the success of businesses worldwide. With our best-in-class corporate trainings you can enhance employee productivity and increase efficiency of your organization. Created by global subject matter experts, we offer highest quality content that are tailored to match your company’s learning goals and budget.


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Customized Training

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Mentors

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360º Learning Solution

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Learning Assessment

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Certification Training Achievements: Recognizing Professional Expertise

Multisoft Systems is the “one-top learning platform” for everyone. Get trained with certified industry experts and receive a globally-recognized training certificate. Some Multisoft Training Certificate Features :

  • Globally recognized certificate
  • Course ID & Course Name
  • Certificate with Date of Issuance
  • Name and Digital Signature of the Awardee
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