Best Project Based 6 Weeks Data Science Summer Training Institute in Noida
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APTRON is the best Data Science 6 Weeks summer internship training company in Noida offers real-time and fully job-oriented live project based 6 weeks Data Science summer training in noida. Our 6 weeks certification course contains basic to advanced level knowledge, and this entire course is designed and developed to grab job opportunities in reputed MNCs.
APTRON’s 6 weeks Data Science training in noida based on live project aspirants learn the skills for 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. Our Data Science course on real time projects along with placement training. Our Training in noida has been designed as per latest industry trends and keeping in mind the advanced course content and syllabus based on the professional requirement of the student; helping them to get placement in multinational companies and achieve their career goals.
Our mentors are certified experts and highly experienced working professionals with hands on virtually multiple projects knowledge. We have structured our Data Science course content and syllabus as per student requirements to achieve their career goal.
APTRON is one of the biggest Data Science training centres in noida with world-class infrastructure and facilities and the opportunities of opting for multiple courses at Noida location. APTRON in Noida trains thousands of individuals for Data Science at affordable fee parameter that is fully customized keeping in view the training and course content as per the requirements of each and every attendee.
Data Science involves "Learning by Doing" utilizing the most contemporary infrastructure to execute hands-on exercises and real-world simulations. This comprehensive hands-on experience in Data Science course ensures that each and every learner grabs the technical knowledge and skills that he or she really needs to apply while at work after getting the job in MNCs.
APTRON's Project-based 6 Weeks Summer Training in Data Science Covers the Following Modules
Summer Training in Data Science is a modular 6 weeks course, regularized over 5 days a week, 2 hrs a day, and exclusively includes practical sessions. The course curriculum of Summer Training in Data Science comprises:
Course Content Covered in Data Science Training Course
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
APTRON Project Based 6 Weeks Training Course duration for Data Science Technologies in Noida
- Fast Track Training Program (6+ hours daily)
- Regular Classes (Morning, Day time & Evening)
- Weekend Training Classes (Saturday, Sunday & Holidays)