Advanced Master's Certification Program in Industry 4.0

img

The Future Connect team is committed to offering India’s unique revolutionary and high-quality Industry 4.0 training program – “T120” Advanced Master's Certification Program for working professionals and aspiring students. The participants will secure excellent working knowledge from emerging technologies like IoT, Data Analytics, Artificial Intelligence (AI), Virtual Reality (AR), Augmented Reality (AR), Big Data, Robotic Process Automation (RPA), 3D Printing, Block Chain and Cyber Security. It is not going to stop there!!! Yes, the candidate will start learning in-depth training for any chosen emerging technology as per their career aspirations.

Moreover, this program is delivered by working professionals and top academicians from PMCGS Pvt Ltd, a leading Industry 4.0 system integrator from India.

Why take time to decide?
Go ahead and start your promising career from Industry 4.0 movement.

  • Introduction to Python
  • Numpy & Pandas
  • Data Visualization Using Python
  • Preliminary Mathematics & Statistics Concepts
  • Supervised & Unsupervised Learning
  • Logistics Regression
  • Classifiers
  • Clustering
  • Neural Network & Deep Learning - An overview
  • Natural Language Processing
  • Introduction To Networking
  • Data Communication
  • Origin of Cloud Computing
  • Basic Concepts & Terminology
  • goals & Benefits
  • Risks & Challenges
  • Cloud Characteristics
  • Cloud Delivery Models
  • Cloud Deployment Models
  • Data Center Technology
  • Virtualization
  • Cloud Applications
  • Hands-On Session AWS/VMware
  • Introduction to Internet of Things
  • Defination & Charecteristics of Internet of Things
  • Architecture of Internet of Things
  • Physical & Logical Design of Internet of Things
  • Internet of Things Enabling Technologies
  • Internet of Things Levels & Deployment Templates
  • Domain Specific Internet of Things
  • Difference between IoT & M2M
  • IoT System Management, need for IoT System Management
  • Introduction to IoT Technical Standards & Protocols
  • IoT Design Methadology-Case Study on IoT system for Weather Monitoring
  • Understanding Big Data & Haddoop
  • HDFS & Map Reduce
  • Apache Hive & HBase - An Introduction
  • Apache PIG - An Overview
  • Apache SPARK
  • Demo & Hands-On Project
  • Introduction to Cybersecurity & Ethical Hacking
  • Cryptography & it's Types
  • Computer Networks - Architecture, Threats & Attacks
  • Application & Web Security - Architecture, Threats & Attacks
  • Vulnerability Analysis & System Hacking - An overview
  • Sniffing, Hijacking - An Introduction
  • What is Robotic Process Automation?
  • Scope & Techniques of Automation
  • What should be automated?
  • What can be automated?
  • Techniques of Automation
  • Robotic Process Automation
  • What can RPA do?
  • Benefits of RPA
  • Components of RPA
  • RPA Platforms
  • KOFAX
  • About UiPath
  • UiPath Studio
  • UiPath Robot
  • Types of Robots
  • UiPath Orchestrator
  • Downloading & Installing UiPath Studio
  • Learning UiPath Studio Projects
  • Task Recorder
  • Advanced UI Interactions
  • Input Methods
  • Output Methods
  • Step-by-Step examples using Recorder
  • Emptying Trash in Gmail
  • Emptying Recycle Bin Summary
  • Blockchain - Public Ledgers, Blockchain as Public Ledgers -Bitcoin, Blockchain,Features of Block chain, Private and Public blockchain.
  • Issues with Current Banking System,How Block chain solves these issues.
  • Architecture of Hyperledger fabric v1.1-Introduction to hyperledger fabric v1.1.
  • Chain code- Ethere um: Ethereum network - Blockchain.
  • Cryptographic basics for cryptocurrency - a short overview of Hashing, signature schemes, encryption schemes.
  • Knowledge Proof.
  • A basic crypto currency, Creation of coins, Payments and double spending, Bitcoin Consensus, Proof of Work (PoW)- Hashcash PoW , Bitcoin PoW, Attacks on PoW.
  • Ethereum - Ethereum Virtual Machine ( EVM) - Wallets for Ethereum - Solidity - Smart Contracts - some attacks on smart contracts.
  • Use case:Implementing Digital Banking using Blockchain.

Module 1


  • Introduction to the 3D printing world
  • Why 3D printing is important?
  • Step-by-step guide to 3D printing

Module 2


    This module will train you in 3D modeling, which is a gateway to create your own incredible designs.

  • Introduction to 3D CAD modeling
  • Introduction to Google Sketchup (CAD software)
  • Applications of Google Sketchup in today’s industries
  • Working with Sketchup windows/interface
  • Understanding the basic tools and menus
  • Creating objects in Sketchup using lines, surfaces, and arcs
  • Creating objects in scale
  • Creating wall thickness to objects for 3D printing
  • Exporting and saving a .STL file

Module 3


    In this module, you will learn how to operate a basic 3D printer.

  • Introduction to 3D printers
  • Applications & benefits
  • Loading .STL file for slicing G-code
  • Defining optimum print settings
  • Printing and post processes
  • History and differences between Augmented and Virtual Reality
  • Basics of Computer Vision and Multimodal Interaction -Introduction
  • 3I’s of virtual reality
  • Components of Virtual Reality- Motion tracking
  • Navigation and Controllers- Position and Motion Trackers
  • Trackers- Controllers
  • Challenges with AR
  • AR systems and functionality
  • Augmented reality methods
  • Visualization techniques for augmented reality
  • Virtual Reality System development in Unity

img
  • Introduction to Python
  • Numpy and Pandas
  • Data Visualization using Python
  • Applied Statistics
  • Descriptive statistics
  • Inferential statistics
  • Sampling and Hypothesis testing
  • Supervised Learning
  • Basics of Mathematics
  • Logistics regression
  • Classifiers
  • Support Vector Machine
  • Ensemble Techniques
  • Decision Tree
  • Ensemble Techniques
  • Unsupervised Learning
  • Clustering concept and K-Means Clustering
  • Hierarchical Clustering and PCA
  • Featurization, Model Selection & Tuning
  • Feature Engineering and Cross-Validation
  • Model performance measure and Hyperparameter tuning
  • Recommendation Systems
  • Recommendation systems and its applications
  • Singluar Value Decomposition & Collaborative Filters
  • Neural Networks and Deep Learning
  • Computer Vision
  • NLP
img

    CLOUD COMPUTING FUNDAMENTALS AND MODELS (6 Hours)

  • Introduction to Networking
  • Data communication
  • Cloud Computing
  • Origin of Cloud Computing
  • Basic Concepts and Terminology
  • Goals and Benefits
  • Risks and Challenges
  • Roles and Boundaries
  • Cloud Characteristics
  • Cloud Delivery Models
  • Cloud Deployment Models


    CLOUD: ENABLING TECHNOLOGY AND APPLICATIONS (8 Hours)

  • Broadband Networks and Internet Architecture
  • Data Center Technology
  • Basics of Virtualization – Types of Virtualization – Implementation Levels of Virtualization
  • Web Technology
  • Multitenant Technology
  • Service Technology
  • Applications
  • Cloud computing for Healthcare, Energy Systems, Transportation Systems, Manufacturing Industry, Government, Education and Mobile Communication


    CLOUD COMPUTING MECHANISMS AND STORAGE (10 Hours)

  • Cloud Infrastructure Mechanisms: Logical Network Perimeter
  • Virtual Server: Cloud Storage Device
  • Cloud Usage Monitor
  • Resource Replication
  • Ready- Made Environment
  • Specialized Cloud Mechanisms: Automated Scaling Listener, Load Balancer, SLA Monitor
  • Pay Per Use Monitor: Audit Monitor, Failover System, Hypervisor, Resource Cluster, Multi: Device Broker
  • Cloud Management Mechanisms: Remote Administration System, Resource Management System, SLA Management System, Billing Management System
  • Cloud Storage
  • Storage-as-a-Service
  • Advantages of Cloud Storage
  • Cloud Storage Providers


    COST METRICS AND CLOUD COMPUTING ARCHITECTURAL MODEL (8 Hours)

  • Cost Metrics and Pricing Models
  • Business Cost Metrics
  • Cloud Usage Cost Metrics
  • Cost Management Considerations
  • Service Quality Metrics and SLAs
  • Service Quality Metrics
  • SLA Guidelines
  • Fundamental Cloud Architectures
  • Illustration with Case Study
  • Design approaches with Case Study
  • Design methodology for IaaS Service Model
  • Google API
  • Design methodology for PaaS Service Model
  • Study of SaaS Service Model


    CLOUD SECURITY AND ADVANCED CLOUD CONCEPTS (8 Hours)

  • Fundamental Cloud Security
  • Basic Terms and Concepts
  • Threat Agents
  • Cloud Security Threats
  • Cloud Security Mechanisms: Encryption
  • Hashing: Digital Signature
  • Public Key Infrastructure
  • Identity and Access Management
  • Single Sign-On: Kerberos authentication
  • One-time password
  • Basic cloud data security mechanisms
  • Advanced Clouds
  • Mobile Cloud
  • Media Cloud
  • Green Cloud

img

    INTRODUCTION AND CONCEPTS OF IoT (8 Hours)

  • Introduction to IoT
  • Definition and Characteristics of IoT
  • Architecture of Internet of Things
  • Physical and logical design of IoT
  • IoT enabling technologies
  • IoT levels and deployment templates
  • Domain specific IoTs
  • Home Automation, Cities, Environment, Energy, Retail, Agriculture, Industry, Health and Lifestyle


    IoT AND M2M COMMUNICATION (9 Hours)

  • M2M
  • Difference between IoT and M2M
  • ETSI M2M Architecture
  • System Architecture
  • ETSI M2M SCL resource structure
  • Security in ETSI M2M framework
  • SDN and NFV for IoT
  • IoT system management
  • Need for IoT system management
  • SNMP
  • Network operator requirements
  • NETCONF-YANG
  • IoT system management with NETCONF-YANG
  • IoT Design methodology-case study on IoT system for Weather Monitoring


    IoT PLATFORMS (8 Hours)

  • Introduction to Hardware used for IoT: Microcontrollers, Microprocessors, SoC, Sensors, Introduction to Arduino, Pi, Spark, Intel Galileo.


    IoT TECHNICAL STANDARDS AND PROTOCOLS (10 Hours)

  • RF Protocols: RFID
  • NFC
  • IEEE 802.15.4: ZigBee
  • Z-WAVE
  • THREAD
  • Bluetooth Low Energy (BLE)
  • IPv6 for Low Power and Lossy Networks (6LoWPAN) and Routing Protocol for Low power and lossy networks (RPL)
  • CoAP
  • XMPP
  • Web Socket
  • AMQP
  • MQTT
  • WebRTC
  • PuSH
  • Architectural Considerations in Smart Object Networking

    DEVELOPING INTERNET OF THINGS (5 Hours)

  • IoT platforms design methodology
  • IoT Physical devices and endpoints
  • IoT Systems: Logical design using Python
  • IoT physical servers and cloud offerings (Cloud computing for IoT)

img

    Understanding Big Data and Hadoop (4 Hours)

  • Introduction to Big Data & Big Data Challenges
  • Limitations & Solutions of Big Data Architecture
  • Hadoop & its Features
  • Hadoop Ecosystem
  • Hadoop 2.x Core Components
  • Hadoop Storage: HDFS (Hadoop Distributed File System)
  • Hadoop Processing: MapReduce Framework
  • Different Hadoop Distributions


    Hadoop Architecture and HDFS (4 Hours)

  • Hadoop 2.x Cluster Architecture
  • Federation and High Availability Architecture
  • Typical Production Hadoop Cluster
  • Hadoop Cluster Modes
  • Common Hadoop Shell Commands
  • Hadoop 2.x Configuration Files
  • Single Node Cluster & Multi-Node Cluster set up
  • Basic Hadoop Administration


    Hadoop MapReduce Framework (4 Hours)

  • Traditional way vs MapReduce way
  • Why MapReduce YARN Components
  • YARN Architecture
  • YARN MapReduce Application Execution Flow
  • YARN Workflow Anatomy of MapReduce Program
  • Input Splits, Relation between Input Splits and HDFS Blocks
  • MapReduce: Combiner & Partitioner
  • Demo


    Advanced Hadoop MapReduce (4 Hours)

  • Counters
  • Distributed Cache
  • MRunit
  • Reduce Join
  • Custom Input Format
  • Sequence Input Format
  • XML file Parsing using MapReduce


    Apache Pig (4 Hours)

  • Introduction to Apache Pig
  • MapReduce vs Pig
  • Pig Components & Pig Execution
  • Pig Data Types & Data Models in Pig
  • Pig Latin Programs Shell and Utility Commands
  • Pig UDF & Pig Streaming
  • Testing Pig scripts with Punit
  • Use case and Demo


    Apache Hive (4 Hours)

  • Introduction to Apache Hive
  • Hive vs Pig
  • Hive Architecture and Components
  • Hive Metastore
  • Limitations of Hive
  • Comparison with Traditional Database
  • Hive Data Types and Data Models
  • Hive Partition
  • Hive Bucketing
  • Hive Tables (Managed Tables and External Tables)
  • Importing Data Querying Data & Managing Outputs
  • Hive Script & Hive UDF
  • Use cases and Demo


    Advanced Apache Hive and HBase (4 Hours)

  • Hive QL: Joining Tables, Dynamic Partitioning
  • Custom MapReduce Scripts
  • Hive Indexes and views
  • Hive Query Optimizers
  • Hive Thrift Server
  • Hive UDF
  • Apache HBase: Introduction to NoSQL
  • Databases and HBase
  • HBase v/s RDBMS
  • HBase Components
  • HBase Architecture
  • HBase Run Modes
  • HBase Configuration
  • HBase Cluster Deployment


    Advanced Apache HBase (4 Hours)

  • HBase Data Model
  • HBase Shell
  • HBase Client API
  • Hive Data Loading Techniques
  • Apache Zookeeper
  • Introduction ZooKeeper
  • Data Model
  • Zookeeper Service
  • HBase Bulk Loading
  • Getting and Inserting Data HBase Filters


    Apache Spark (4 Hours)

  • What is Spark
  • Spark Ecosystem
  • Spark Components
  • What is Scala
  • Why Scala
  • SparkContext
  • Spark RDD


    Oozie and Hadoop Project (4 Hours)

  • Oozie
  • Oozie Components
  • Oozie Workflow
  • Scheduling Jobs with Oozie Scheduler
  • Demo of Oozie Workflow
  • Oozie Coordinator
  • Oozie Commands
  • Oozie Web Console
  • Oozie for MapReduce
  • Combining flow of MapReduce Jobs
  • Hive in Oozie
  • Hadoop Project Demo

img
  • Introduction to Cybersecurity & Ethical Hacking
  • Need of Cybersecurity
  • CIA Triad
  • Security Architecture
  • Security Governance
  • Security Auditing
  • Regulations & Frameworks
  • Ethical Hacking
  • Types of Hackers
  • Phases of Ethical Hacking
  • Penetration Testing
  • Types of Penetration
  • Testing Footprinting
  • Objectives of Footprinting
  • Types of Footprinting
  • Footprinting Techniques


  • Cryptography
  • Types of cryptography
  • Symmetric cryptography
  • Asymmetric cryptography
  • Hash functions
  • Digital signatures
  • Public Key Infrastructure (PKI)
  • Attacks on cryptosystems


  • Computer Networks & Security
  • Introduction to Computer Network
  • Computer Networks - Architecture
  • Layered architecture
  • Open Systems Interconnect (OSI)
  • Model Transmission Control Protocol/Internet Protocol(TCP/IP)
  • Network Scanning
  • Enumeration
  • Common Network Threats/Attacks


  • Application and Web Security
  • Web server architecture
  • Web server attacks
  • Countermeasures and patch management
  • Web application architecture
  • Web application attacks


  • IdAM (Identity and Access Management)
  • Authentication and authorization
  • Authentication and authorization principles
  • Regulation of access
  • Access administration
  • IdAM
  • Password protection
  • Identity theft


  • Vulnerability Analysis & System Hacking
  • Vulnerability Analysis
  • Types of Vulnerability Analysis
  • Vulnerability Assessment Lifecycle
  • Vulnerability Assessment Tools
  • Vulnerability Scoring Systems
  • Vulnerability Assessments Report
  • System Hacking
  • Password Cracking
  • Privilege escalation
  • Executing Applications
  • Hiding Files
  • Clearing Logs


  • Sniffing and SQL Injection
  • Malware and its propagation ways
  • Malware components
  • Types of malware
  • Concept of sniffing
  • Types of sniffing
  • Types of sniffing attacks
  • SQL injection
  • Types of SQL injection
  • SQL injection Methodologies


  • DoS and Session Hijacking
  • DoS attack
  • DDoS attack
  • Common symptoms of DoS/DDoS attack
  • Categories of DoS/DDoS Attack Vectors
  • DoS/DDoS detection techniques
  • Session hijacking
  • Application level session hijacking
  • Network level session hijacking
  • Intrusion Detection System (IDS)
  • Types of Intrusion Detection Systems
  • Introduction to Firewalls
  • Types of Firewalls
  • Introduction to Honeypots
  • Evading IDS

img
  • Introduction to RPA
  • Emergence of Robotic Process Automation (RPA)
  • Evolution of RPA
  • Future of RPA
  • Differentiating RPA from Automation
  • Defining Robotic Process Automation & its benefits
  • What RPA is Not
  • Types of Bots
  • Application areas of RPA
  • How Robotic Process Automation works
  • RPA development methodology and key considerations
  • List of Robotic Process Automation Tools


  • Overview of UiPath
  • Introduction to UiPath platform and its components
  • Installation details of UiPath’s Community Edition
  • Types of Templates
  • User Interface
  • Domains in Activities
  • Workflow Files in UiPath
  • Process Components and Activities
  • UI Automation Activities
  • System Activities
  • Variables
  • Arguments
  • Imports Panel
  • User Events


  • App Integration, Recording and Scraping
  • App Integration
  • Recording
  • Scraping
  • Selector
  • Workflow Activities


  • Programming, Debugging an Logging
  • Programming
  • Debugging
  • Error Handling
  • Logging
  • Extensions
  • Project Organization


  • Orchestrator Community Edition and Other RPA Tools
  • UiPath Orchestrator
  • Overview Orchestrator activities
  • Introduction to Orchestrator CE
  • Orchestrator CE
  • Other RPA tools


  • Implementing REFramework
  • Introduction to REFramework
  • About REFramework
  • Purpose of REFramework
  • Using State Machine Layout
  • States of the State Machine
  • Workflows Involved
  • Workflows of the Framework
  • Exception Handling & Logging
  • Rules of Developing a Process using REFramework


  • Data manipulation and PDF Automation
  • Data Manipulation
  • Automation of Virtual Machines
  • Introduction to Native Citrix Automation
  • Text and Image Automation
  • PDF Automation
  • Computer Vision

img
  • Introduction
  • Blockchain- Public Ledgers, Blockchain as Public Ledgers -Bitcoin, Blockchain,Features of Block chain, Private and Public blockchain
  • What can be the possible solution
  • What is a distributed system
  • What is Block chain
  • Types of Block chain,Side chains another type of Block chain
  • How does a Block chain work
  • Properties of Block chain
  • Evolution of Block chain
  • Block chain implementation


  • Hyperledger
  • Hyperledger Fabric Architecture,Components of Hyperledger failure
  • Advantages of Hyperledger Fabric work,Installing Hyperledger Fabric v1.4
  • Building your first network,Hyperledger fabric demo,Hyperledger Fabric Network configuration


  • Cryptocurrency and Block chain
  • Anonymity and Pseudonymity in Cryptocurrency
  • What is inside a block
  • Hashfunction and Merkie trees
  • Components of Blockchain Ecosystem
  • Cryptography and Consensus Algorithm
  • Pratical Assignments


  • Distributed Consensus
  • Nakamoto consensus, Proof of Work, Proof of Stake, Proof of Burn, Difficulty Level, Sybil
  • Attack, Energy utilization and alternate
  • Pratical Assignments


  • Cryptocurrency Regulation
  • Stakeholders, Roots of Bit coin, Legal Aspects-Crypto currency Exchange, Black Market and Global Economy
  • Applications: Internet of Things, Medical Record Management System, Domain Name Service and future of Blockchain
  • Pratical Assignments


  • Ethereum
  • Discuss the innovation of the Ethereum blockchain, review its protocol, and explore the payment model for code execution
  • Ethereum Block chain, Practioner’s persepective, Ethereum structure, Ethereum operations, Incenture Model
  • Elements of trust in blockchain and discuss the Consensus protocol
  • Pratical Assignment

img

    UNIT 1: Introduction

  • Additive Manufacturing approach
  • 3D Printing technology definition and specific terms
  • 3D Printing advantages and limitations
  • Short history of 3D Printing
  • 3D Printing technology steps. Examples
  • 3D Printing applications fields. Examples


    UNIT 2 : Available 3D Printing Technologies

  • Type of 3D Printing processes: main characteristics, materials, advantages and limitations, examples
  • STL file format , Import the STL file in 3D printer software, scale and position object within building envelope, set process parameters, slice the model
  • Apply 3D Printing process steps for 3D printing an object
  • Apply post-processing operations for 3D printed objects


    UNIT 3 : 3D Printing Equipment

  • RepRap Project
  • Fused Deposition Modelling /Fused Filament Fabrication process
  • FDM/FFF equipment


    UNIT 4 : Select a STL Model From Online Repositries

  • Access STL files repositories such as: Thingiverse, GrabCAD, Pinshape, Yeggi, etc
  • Browse the repositories and download STL file
  • Examples, Download and install dedicated software for STL files errors checking and correction: Magics, Netfabb Basic
  • Use automated tools/commands for checking STL file
  • Use automated tools/commands for correcting STL file
  • Examples


    UNIT 5 : 3D CAD Modelling Software Applications

  • Fundamentals of 3D CAD modelling
  • Free 3D CAD software applications
  • A360 Fusion software - general aspects
  • Open or create new object, save model as STL file
  • Set or customize working environment (units, grids etc.)
  • Create 2D sketches
  • 3D modelling using primitives and/or commands (extrusions, revolutions etc.) for generating solids using 2D sketches
  • Set or customize working environment (units, grids etc.)
  • Create 2D sketches
  • 3D modelling using primitives and/or commands (extrusions, revolutions etc.) for generating solids using 2D sketches

img

    Introduction to Virtual Reality

  • Introduction
  • 3I’s of virtual reality
  • Components of Virtual Reality
  • Present Development on Virtual Reality
  • Flight Simulation
  • Virtual environment requirement
  • Benefits of virtual reality
  • Historical development of VR
  • The Virtual world space
  • Positioning the virtual observer
  • The perspective projection
  • Human Vision
  • Stereo perspective projection
  • 3D clipping
  • Colour theory
  • Simple 3D modeling


    Multiple Models of Input and Output Interface in Virtual Reality

  • Human factors: Introduction, the eye, the ear, the somatic senses
  • VR Hardware: Introduction, sensor hardware, Head-coupled displays, Acoustic hardware, Integrated VR systems
  • VR Software: Introduction, Modeling virtual world, Physical simulation, VR toolkits, Introduction to VRML, Input - Tracker, Sensor, Digital Glove, Movement Capture, Video-based Input, 3D Menus & 3DScanner etc.
  • Output - Visual /Auditory / Haptic Devices


    Interactive Techniques in Virtual Reality

  • Introduction- From 2D to 3D, 3D space curves
  • 3D boundary representation Geometrical Transformations: Introduction, Frames of reference, Modeling transformations, Instances, Picking, Flying, Scaling the VE
  • Collision detection Generic VR system: Introduction, Virtual environment, Computer environment, VR technology, Model of interaction, VR Systems


    Virtual Reality Environment

  • Animating the Virtual Environment: Introduction, The dynamics of numbers, Linear and Nonlinear interpolation, the animation of objects, linear and non-linear translation, shape & object inbetweening, free from deformation, particle system
  • Physical Simulation: Introduction, Objects falling in a gravitational field, Rotating wheels, Elastic collisions, projectiles, simple pendulum, springs, Flight dynamics of an aircraft


    Augmented and Mixed Reality

  • Taxonomy
  • Technology and features of augmented reality
  • Difference between AR and VR
  • Challenges with AR
  • AR systems and functionality
  • Augmented reality methods
  • Visualization techniques for augmented reality
  • Wireless displays in educational augmented reality applications
  • Mobile projection interfaces
  • Marker-less tracking for augmented reality
  • Enhancing interactivity in AR environments
  • Evaluating AR systems


    Application of VR in Digital Entertainment

  • VR Technology in Film & TV Production
  • VR Technology in Physical Exercises and Games
  • Demonstration of Digital Entertainment by VR

Certificate of Participation

FACULTY & PEDAGOGY