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Integrating Computer Science & Technology curriculum (B.Tech/B.Sc/BCA) with globally recognized certifications and industry relevent in new age technologies

Machine Learning

Wiley Certified
Machine Learning Expert
(WCMLE)

Outcome of the Program

  • Become thoroughly conversant with the principles, algoritham,tools,and applications of machine learning
  • Gain skills in working with algorithms that underpin popular machine learning techniques
  • Build strong foundations in supervised and un-supervised learning
  • Aquire hands-on experience of working with various machine learning algorithms and tools on real data sets and real world problems

Curriculum

  • Module 1miles-education-images Linear Regression
  • Module 2miles-education-images Logistic Regression
  • Module 3miles-education-images Decision Trees
  • Module 4miles-education-images Model Selection and Cross Validation
  • Module 5miles-education-images Neural Networks
  • Module 6miles-education-images Support Vector Machine
  • Module 7miles-education-images Random Forest and Boosting

Artificial Intelligence

Wiley Certified
AI Full Stack Expert
(WCMLE)

Outcome of the Program

  • Become thoroughly conversant with the principles, algorithms, tools, and applications of machine learning
  • Gain skills in working with algorithms that underpin popular machine learning techniques
  • Build strong foundations in supervised and un-supervised learning
  • Acquire hands-on experience of working with various machine learning algorithms and tools on real data sets and real- world problems
  • Gain expertise in applying popular deep learning libraries such as Keras and TensorFlow
  • Master the techniques of main techniques in deep learning, build, train, and deploy different types of neural network such as Convolutional Networks, and Recurrent Networks
  • Apply deep learning to real life data sets and projects such as image recognition, natural language processing

Curriculum

  • Module 1miles-education-images Introduction to Machine Learning
  • Module 2miles-education-images Linear Regression
  • Module 3miles-education-images Decision Trees
  • Module 4miles-education-images Model Selection and Cross Validation Module
  • Module 5miles-education-images Random Forest and Boosting
  • Module 6miles-education-images Support Vector Machine Module
  • Module 7miles-education-images Neural Network
  • Module 8miles-education-images Logistic Regression Module
  • Module 9miles-education-images Artificial Neural Networks Module
  • Module 10miles-education-images Tensorflow and Keras
  • Module 11miles-education-images Terminology of Artificial Neural Networks Module
  • Module 12miles-education-images CNN
  • Module 13miles-education-images RNN Module
  • Module 14miles-education-images LSTMs

Data Engineering

Wiley Certified
Data Engineer (WCDE)

Outcome of the Program

  • Deep knowhow of technology, storage, processing, management and security infrastructure for working with Big Data
  • Understanding of application of Big Data in organizations across various domains
  • Hands-on experience of working with Hadoop ecosystem as well as Spark in a lab environment
  • Expertise in developing MapReduce, YARN, Hive and Pig programs, manipulating distributed files and learn APIs supporting MapReduce programs
  • Experience of working on extensive lab exercises and Big Data projects

Curriculum

  • Module 1miles-education-images Introduction to Big Data
  • Module 2miles-education-images Storing and Processing Data in Hadoop
  • Module 3miles-education-images Hive and Pig
  • Module 4miles-education-images Spark and Scala
  • Module 5miles-education-images Additional Hadoop Tools
  • Module 6miles-education-images Storm and NoSQL
  • Additional Module miles-education-images Commercial Hadoop Distribution and Management Tools

Data Science

Wiley Certified
Data Scientist (WCDS)

Outcome of the Program

  • Gain complete technical know-how of basic and advanced data analytics and visualization techniques to analyze data, create statistical models, and provide business insights
  • Experience working with Hadoop and its component tools, as well as Spark — a cutting edge Big Data analytics platform
  • Build strong foundation in managing and processing huge datasets with tools such as Hadoop 2 framework, MapReduce and YARN, Hive, Pig, RHadoop, Mahout
  • Undergo hands-on experience of working with Big Data analytics tools on real data-sets, including R and Hadoop 2, in form of extensive lab work and projects through a controlled lab environment
  • Work on an integrated live project in the end to solve a Big Data analytics problem Curriculum

Curriculum

  • Module 1miles-education-images Introduction to Big Data Module
  • Module 2miles-education-images Introduction to Analytics and R Module
  • Module 3miles-education-images Data Analysis using R
  • Module 4miles-education-images Big Data Analytics Methods
  • Module 5miles-education-images Machine Learning Foundations
  • Module 6miles-education-images Advanced Machine Learning Module
  • Module 7miles-education-images Storing and Pocessing Data in Hadoop 2 Module
  • Module 8miles-education-images Hive and Pig
  • Module 9miles-education-images Spark and Scala Module
  • Module 10miles-education-images NoSQL

Robotic Process Automation

Official
Certified RPA Professional
in collaboration With:

Outcome of the Program

  • Get insights into modern business enterprise in terms of its core business processes,understand the role of enterprise IT and the applications of technology in enabling business processes
  • Exposure to RPA development and testing with examples as well as soft skills needed for RPA professionals
  • RPA hands-on bot-building experience and access to industry leading RPA platform of Automation Anywhere for practicing task automation, data integration and extracting data from web application
  • Working on a typical RPA project from requirements to implementation

Curriculum

  • Module 1miles-education-images Understanding a Modern Business Enterprise
  • Module 2miles-education-images Business Process Foundations
  • Module 3miles-education-images IT Enterprise Applications
  • Module 4miles-education-images Modern Software Engineering Paradigms
  • Module 5miles-education-images Introduction to RPA
  • Module 6miles-education-images RPA Adoption Methodology for Enterprises
  • Module 7miles-education-images RPA Bot Development Pprojects
  • Module 8miles-education-images Soft Skills for RPA Professionals

Internet Of Things

Wiley Certified
IoT Professional (WCIOTP)

Outcome of the Program

  • Exposure to various software, hardware, application systems, big data, and their interplay in loT systems via videos and case studies
  • Hands-on experience of working with various loT platforms such as Raspberry Pi and Arduino via remote labs
  • First hand exposure to frameworks, tools and technology to build loT ecosystems

Curriculum

  • Module 1miles-education-images Fundamentals of loT
  • Module 2miles-education-images loT Programming
  • Module 3miles-education-images Must know Electronics and Software for loT
  • Module 4miles-education-images Sensors for loT Applications
  • Module 5miles-education-images Installing to Bluetooth Interface
  • Module 6miles-education-images Audrino Interfacing
  • Module 7miles-education-images Cloud for loT
  • Module 8miles-education-images Rapid Prototyping with NodeMCU
  • Module 9miles-education-images A Quick View of Operating Systems and Raspberry Pi
  • Module 10miles-education-images Real-time Product Building

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