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Data Science Training, Course, Certification Institute in Noida, Delhi

Data Science Training @ APTRON

APTRON is the best Data Science training institute in Noida, Delhi, Gurgaon that provides job oriented Data Science Training so that the students gain professional skills and knowledge as per the working standards of various industries. APTRON’s practical based Data Science Training Course in Noida, Delhi, Gurgaon assists the students to acquire their dream jobs in some of the topmost and reputed MNCs. APTRON is the provider of best Data Science training, which is accompanied by practical hands-on experience on live Data Science projects. The Data Science course content here has been designed according to the latest industry trends and thus meets up the requirement of both fundamental as well as advanced level of Data Science Training.

APTRON’s Data Science Course Syllabus includes: Introduction to Data Science, Basic Data Manipulation using R, roles played by a Data Scientist, Machine Learning Overview, Understanding K-Means Clustering, Understanding the Process flow of the Supervised Learning Technique, Subscripting, Mahout Introduction and Algorithm Implementation, implementing Association rule mining in R, Data Science Training on live projects along with Data Science placement training. The Angular JS course content at APTRON is updated on a regular basis keeping in mind the recent advancements that have taken place and also the requirements of the industry. It fulfills the course content requirement of every learner be it a beginner or a professional and further assists them to achieve their respective career goals.

Course Content and Syllabus for Data Science Training in Noida, Delhi, Gurgaon

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

Basic Data Manipulation using R

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

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

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

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

Introduction to Hadoop Architecture

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

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

Mahout Introduction and Algorithm Implementation

Implementing Machine Learning Algorithms on larger Data Sets with Apache Mahout

Additional Mahout Algorithms and Parallel Processing using R

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

Top 20 Reasons to Join APTRON for Data Science Training Course

Data Science Training Course is designed according to current IT market.
Offer the best Data Science Training Course and Placement with well defined training modules and course sessions.
Facilitate regular, weekend and customized Data Science Training Course..
One of the biggest team of Certified Expert Trainers with 5 to 15 years of Real Industry Experience.
Mentors of Data Science Training helps in major project training, minor project training, live project preparation, interview preparation and job placement support.
Smart Labs with Real Latest Equipments.
24x7 Lab Facilities. Students are free to access the labs for unlimited number of hours as per their own preferred timings.
Smart classrooms fully equipped with projectors, live racks, Wi-Fi connectivity, Digital Pads.
Silent and Discussion Zone areas in Labs to enhance Self Study and Group Discussions.
Free of Cost Personality Development sessions including Spoken English, Group Discussions, Mock Interviews, Presentation skills.
Free of Cost Personality Development Classes.
Hostel Facilities available at Rs 5,500/- month for Data Science Training Course students.
Free Study Material, PDFs, Video Trainings, Sample Questions, Exam Preparation, Interview Questions, Lab Guides.
Globally Recognized Course Completion Certificate.
Extra Time Slots (E.T.S.) for Practical's(Unlimited), Absolutely Free.
The ability to retake the class at no-charge as often as desired.
One-on-One attention by instructors.
Helps students to take knowledge of complex technical concepts.
Payment options: Cheque, Cash, Credit Card, Debit card, Net Banking.