Boost Your Career with Best Data Science Training Course Certification Institute in Noida, Delhi
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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.

About APTRON

10+

Years of Excellence

200+

Routers & Switches Biggest Networking Lab in India

25000+

Students Trained

10000+

Placed Students

Great Career
Program Highlights

No Teacher Only Experts

Industry Expert led training for all.

Training / Practicals / Interview Preparation

Gain practical knowledge of industry.

Globally recognized certification

Join & take your resume to next level.

Life time query support

Through regular forms & query sessions

Weekday/Weekend options

Flexible class timing that suits everyone.

Job Assistance

Dedicated Placement division help you to get a right job.

OUR STUDENT'S REVIEWS
I have done my Data Science Training Course Certification from APTRON. I am highly thankful to my trainer for his support and co-operation. Labs are excellent and practicals are done on real Data Science devices. Labs are available 24x7. I highly recommend APTRON for Data Science Trainings.
Abhishek
I have done Data Science Training Course from APTRON, I Trainers are best in APTRON. Thanks for supporting and motivating me. I got placed in MNC. Thanks to management team of APTRON. Labs are excellent and practicals are done on real Data Science devices. Labs are available 24x7.
SHAAN
The quality of Data Science Course is good and the classes are going on as per schedule. It is really appreciable. Labs are provided 24x7. APTRON is providing all kind of materials which are helpful for the studies. The most liking thing about our trainer is very punctual. I got placed in MNC.
VIVEK
APTRON offers high quality Data Science institute that helps you build a solid foundation in Networking. Trainers are experienced, supportive, and always eager to help and have deep knowledge of the subject. Practicals are done on real Data Science devices. I got placed after my training.
Raghavan

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