industrial skills enhancement training through the ......• introduction to watson assistant...

Industrial Skills Enhancement

Training through the

Technology Leader, IBM

In Association with Shri Ramswaroop Group of Institutions

SUMMER TRAINING THROUGH IBMGOAL SKILLS KNOWLEDGE MENTORING PRACTICE OPPORTUNITY CERTIFICATE

Enable you with the foundational level understanding on the on demand technology with the advance use of techniques and software (s)

Building hard skills through the training aid and real time case studies for increasing wide understanding of the concepts and implementation process

Enhance the knowledge required to work in a organization by improving the hard skills and evaluating the perforce through assessment exam

Aligning Industry experts with industry relevant certification and experience in various domain and capabilities on creating professionals and teaching from scratch

Conducting Labs and arranging access to the open standard and enterprise edition subscription to IBM software to simultaneously practice the concept to real world environment

Building Platform to interact with Industry experts with a leadership quality and mentored on client based projects for gaining experience and numerous career building opportunities

Gain a professional certificate from technology leader in IT Industry, IBM upon successful completion of training, Quiz, assessments

Artificial IntelligenceIntroduction to Machine Learning with Sound• Prepare data• Build a binary classification model • Build a multiclass classification model • Make predictions on audio files by using a Node-RED• Create an application in Node-RED

Deep Learning Fundamentals

• Introduction to Deep Learning• Deep Learning Models• Additional Deep Learning Models• Deep Learning Platforms and Software Libraries

Deep Learning with Tensor Flow• Introduction to TensorFlow• Convolutional Neural Networks (CNN)• Recurrent Neural Networks (RNN)• Unsupervised Learning• Autoencoders

COURSE 1

Pre Requisite – Basic Knowledge of Python

Artificial IntelligenceAccelerating Deep Learning• Quick review on Deep Learning• Hardware Accelerated Deep Learning• Deep Learning in the Cloud• Distributed Deep Learning

Machine Learning with Apache SystemML• What is SystemML• SystemML and the Spark MLContext• Working with BigSheets• Working with BigSheets• Working with BigSheets

Create your own chatbot• Introduction to Chatbots • Introduction to Watson Assistant (formerly Watson

Conversation) • Building Our Chatbot: Intents and Entities • Building Our Chatbot Dialog • Deploying Our Chatbot on WordPress

COURSE 1

Pre Requisite – Basic Knowledge of Python

Applied Data Science with

Python

Data Science Tools • Introducing Skills Network Labs • Introducing Jupyter Notebooks • Introducing Zeppelin Notebooks • Introducing RStudio IDE

Introduction to Data Science

• Defining Data Science• What do data science people do? R Versus Python• Data Science in Business• Use Cases for Data Science• Data science people

Data Science Methodology• Introduction to Data Science Methodology• Business Understanding• Analytic Approach• Data Compilation• Data Preparation• Data Modeling• Model Evaluation• Model Deployment and Feedback

COURSE 2


Python

Data Analysis with Python• Importing Datasets• Cleaning and Preparing the Data• Summarizing the Data Frame• Model Development• Model Evaluation

Python for Data Science

• Python Basics• Python Data Structures• Python Programming Fundamentals• Working with Data in Python

Digital Analytics and Regression• A Case Study Approach to Analytics• RStudio IDE on CC Labs • Google Trends Data in R • Simple Linear Regression in R • Presenting Data Analytics in Business

COURSE 2


Python

Data Privacy Fundamental• An overview of privacy laws in Canada• Case Study• An overview of the Personal Information Protection and

Electronic Documents Act (PIPEDA)• Case Study: Think W3 (UK)

• Case Study: Doritex Corp. (USA) • Data breaches and passwords• Password hacking in R - Hands on exercise• Privacy Tips

Statistics 101

• Welcome to Statistics!• Basics Statistics• Summary Data• Data Visualization• Does Beauty pay COURSE 2

Big Data and Hadoop

COURSE 3

Big Data• What is Big Data?• Big Data - Beyond the Hype• The Big Data and Data Science• Use Cases• Processing Big Data

Predictive Modeling • Introduction to Data Mining• The Data Mining Process• Modeling Techniques • Model Evaluation • Deployment on IBM Platform

Hadoop

• Introduction to Hadoop• Hadoop Architecture• Hadoop Administration• Hadoop Components

Big Data and Hadoop

COURSE 3

Map Reduce and Yarn• About MapReduce • Limitations • Classes and Access• About YARN • Comparisons

Moving Data into Hadoop• Load Scenarios • Using Sqoop • Flume Overview • Using Flume • Using Data Click

SQL Access for Hadoop and Accessing Data Using Hive• Big SQL Overview • Big SQL data types • Introduction to Hive • Hive DDL • Hive DML • Hive Operators and Functions

COURSE 4

Getting Started• Introduction to logic power supply• Designing and testing power supply• Introduction to MCU and compiler• Introduction to MCU 2. Pin Configuration• Introduction to compiler • Creating first project

• Writing code , Accessing GPIO• Working with digital I/O• LED interfacing and programing• Interfacing LEDs, Programing LED, Creating delay

functions, Generating different patterns on LED , Choosing or selecting project ideas

Internet of Things

• 7 Segment display• Introduction to 7 segment display 2. Interfacing 7

segment display• Programing 7 segment display• 0-9 counter 2. Multiplexing 7 segments• Programming multiplexed 7 segments 4. 00-99 Counter

COURSE 4

Internet of Things

Build IoT Application with Watson AI and Node Red

• Read temperature data from an IoT sensor • Add a camera and analyze images • Connect your app to an iRobot and smartphone • Quiz

Building Robots with TJ Bots• TJBot and IBM Watson services • Set up your environment• Move the robot's arm • Shine and pulse the LED light • Make the robot see

• Convert speech to text • Translate language • Make the robot speak • Make the robot recognize tone • Make the robot chat • Converse with TJBot• Detect tone in audio and react with a colored light• Recognize objects and say them out loud

COURSE 5

Cloud Computing

Cloud Computing and Industry Adoption• Cloud Services• Cloud Deployment Models• Cloud Services Pattern• Cloud Impact on Education, Banking, Government, Health

care Travel, Media & Entertainment and Automotive

Cloud Computing Essentials• cloud architecture, and how to maximize the value of

cloud development.• The attributes and features of IBM Cloud compute

services, Cloud Foundry, containers, virtual servers, andserverless computing with OpenWhisk

• Elements of Cloud Foundry applications such as runtimes, services, organizations, and spaces

• How to quickly deploy and modify an application in Node.js by using IBM Cloud Continuous Delivery

• How to use the IBM Cloud (bx) command line to deploy applications, understand the foundations of the Cloud Foundry architecture, and use buildpacks

COURSE 5

Cloud Computing

Getting Started with Microservices with Istio and Kubernetes• Twelve-factor app • Microservices • Application architecture evolution: From SOA to

microservices • Microservices component architecture

• Service mesh• An intelligent service mesh for microservices

Scalable Web Application on Kubernetes

• Scaffold a starter application.• Deploy the application to the Kubernetes cluster.

• Bind a custom domain.• Monitor the logs and health of the cluster.• Scale Kubernetes pods.

COURSE 5

Cloud Computing

Understanding Sales Force CRM•Salesforce CRM ! why Salesforce and how It works.•SF and Force.com Platform•Multitenant Architecture•Explain both Admin and Developer.•Salesforce Architecture, Introduction to Force.com Platform •How to create Account on Salesforce.

Build Custom Application, Object and Fields•Explain Standard and Custom Objects, Creating Tabs•Field Dependencies using picklist, Implementing Simple Formulas•Implement Advanced Formulas, Static Resources•Use of Static resource in Advanced formulas, Validation Rule•Implement Salesforce Relationships, Explain Workflow Rules•Email Templates

Types of Email template :•Text,HTML (Using Letterhead), Custom(without using Letterhead)•Visualforce•Implement Workflow rules•Workflow Actions•Approval Processes•Schema builder•Page layouts

COURSE 5

Cloud Computing

Apply End to End Security on Cloud Application• Encrypt content in storage buckets with your own

encryption keys• Require users to authenticate before accessing an

application• Monitor and audit security-related API calls and other

actions across cloud services

COURSE 6

Full Stack Developer

Web Development using HTML and Javascript• Client Server Architecture• HTML and CSS• New in HTML 5• Javascript Basics, Java script Objects• JavaScript Variables and Control Statements• JavaScript Functions, Client Side Java Script

Angular JS• Introduction to Angular JS• AngularJS Modules• Testing Angular Apps

SQL and Relational Database• SQL and Relational Database• Relational Model constraints and Data Objects• DDL and DML• Advanced SQL• Working with Multiple tables

COURSE 6

Full Stack Developer

PHP Web application on LAMP Stack

• Provision a LAMP server in minutes• Apply the latest Apache, MYSql and PHP Version• Host a Website or blog by installing and Configuring

Wordpress

Utilize monitoring to detect outages and slow performanceAssess Vulnerabilities and protect from Unwanted Traffic

REST API

• JAXB Introduction• Webservices Overiew• Restfu API• JAX-RS Client

COURSE 7

Java Development

Java Fundamental• Object Oriented Concepts • Overview of Java Platform• Java language Fundamentals• Creating Classes and Objects• Implemnting OOPs concepts

• Useful Java API classes• Exceptions• File Handling• Multi Threading• Collection Framework• Lambada Expressions• JDBC


COURSE 8

Fundamental of C, C++ and

Database

Software Foundation C• Functions, Pointers• Structures and Unions• File Input and Output• Software in Real world – Sneak A Peek, The IBM Canvas,

Licensing, Open standards

Software Foundation

• Brief History of Computing• Data Compression• Secured Transactions• Application Design and Development• Application Life Cycle Management

Software Foundation II

• Impact of Standards• Introduction to Linux• PHP• Zend Core

COURSE 8

Fundamental of C, C++ and

Database


Software Foundation C++• Conditional Programming Construct• Classes and Objects• Polymorphism, Inheritance and Encapsulation• Operator Overloading• File Handling• Advanced Topics

• XML

COURSE 9

Python Programming

What is Python?• Advantages and disadvantages• Downloading and installing• Which version of Python• Running Python Scripts• Using the interpreter interactively• Using variables• String types: normal, raw and Unicode• String operators and expressions• Math operators and expressions• Writing to the screen• Reading from the keyboard• Indenting is significant• The if and elif statements, While Loops

• Using List, Dictionaries• Using the for statement• Opening, reading and writing a text file• Using Pandas, the python data analysis library and data

frames• Grouping, aggregating and applying, merging and

joining.• Dealing with syntax errors• Exceptions, Handling exceptions with try/excep

COURSE 9

Python Programming

DATA HANDLING AND USE

RE Pattern MatchingParsing DataIntroduction to RegressionUse CasesExploratory data analysisCorrelation Matrix

Visualization using MetplotlibImplementing Linear regression

COURSE 10

AUTOCAD

Basic Drawing ToolsLines, Circles, Rectangles, Polar Tracking, Erasing ObjectsCreating a Simple Drawing

STARTING WITH ADVANCED SKETCHINGDrawing Arcs, Drawing Ellipses, Drawing Regular Polygon Drawing Polylines , Placing Points, Drawing Infinite Lines

Introduction to Auto CADInterface Navigation and Drawing

GETTING STARTED WITH AUTOCAD The Close Option , The Undo Option Coordinate Systems, Absolute Coordinate System Relative Coordinate System, Relative Polar Coordinates Object Selection Methods, Window Selection Window Crossing Method

COURSE 10

AUTOCAD

Advanced Object TypesArcs, Polylines, Polygons, Ellipses

STARTING WITH ADVANCED SKETCHINGDrawing Arcs, Drawing Ellipses, Drawing Regular Polygon Drawing Polylines , Placing Points, Drawing Infinite Lines

Drawing PrecisionObject Snaps, Polar Tracking OptionsObject Snap Tracking, Snap and Grid Settings

Making ChangesMove and Copy, Rotate and Scale, Mirror, Grip Editing

Drafting Basic Drawings

Making ChangesDrawing Organization, Templates, Units

Making ChangesDrawing Organization, Templates, Units

COURSE 10

AUTOCAD

Making basic PlansPrinting Layouts and model spaceAdding TextModifying Text Adding Leaders, Creating Tables

HatchingCreating Hatches, Modifying Hatches

Getting InformationObject Properties, Measuring Objects

Advanced EditingTrim and Extend, Stretching Objects, Fillets and ChamfersOffset and Array

BlocksUsing Blocks, Defining a Block, Reusing Blocks

Setting Up a LayoutPrinting Concepts, Working in Layouts, Copying LayoutsCreating Viewports

COURSE 10

AUTOCAD

DimensionsLinear Dimensions, Radial and Angular DimensionsEditing Dimensions, Dimension Style

Leader and leader Style, Design Centre

Working with project DrawingsProperties Toolbar Clipboard

Design Thinking

IntroductionDesign Thinking for everyonePut the enterprise in enterprise Design ThinkingA focus on user outcome

Identify your users and their problemsRecognize Assumptions, Restless ReinventionsBias towards action, Activity Seeks great ideaDiverse Power Techniques, Include a variety of voicesBuild Alignment across teamStart sharing stories, Put it all together

COURSE 11

PLC SCADA

Introduction to PLCsArchitecture of a PLCCreating and editing ladder logic programsProgramming in ladder logicApplication development using PLC programming softwareForcing I/Ps and O/Ps, Networking of PLCsCommunicating with SCADA software

Allen BradleyIntroduction to ALLEN BRADLEY PLC (Micrologix 1200)Creating projects using RS Logix softwareHardware configuration using RS Logix and RS LinxCreating and editing ladder logic programsMonitoring and modification of data-table valuesForcing of I/Ps and O/PsApplication development

Waveform synthesisCommunication with SCADA system

SiemensIntroduction to SIEMENS PLC (S7 200 Hardware)Creating projects using STEP 7 MICRO/WIN SoftwareHardware configuration using STEP 7 MICRO/WIN SoftwareCreating and editing ladder logic programsMonitoring and modification of data-table values, Application development, Waveform synthesisAdvanced Motion Control systems development,PID Loop control and tuning”

COURSE 11

PLC SCADA

ModiconIntroduction to MODICON PLC (Premium/Micro/M340/Twido/Zelio)Creating projects using PL7 PRO SoftwareHardware configuration using PL7 PRO SoftwareCreating and editing ladder logic programsApplication developmentCommunication with SCADA systemSupervisory Control and Data Acquisition System (SCADA)

Introduction to HMIIntroduction to SCADAWonderware - Intouch / iFix IntellutionCreating applications using SCADAAlarmsTrendsScriptingAnimation and AssignmentsCommunication with PLCsControl of PLCs through SCADAVariable Frequency Drives (VFDs)Introduction to speed controlIntroduction to AC & DC drivesVFD selection based on load requirementsWorking of Telemecanique Altivar series DrivesChanging the parameters of drivesInterfaceing VFD with master controllers (PLC/SCADA)Energy saving Concepts

COURSE 11

PLC SCADA

WiringGeneral wiring conceptsFamiliarization with field instrumentsGeneral rules of wiringFinal checklist for different jobsIndustrial communicationPPI-MPI interfacesRS-232/RS-485 Communication

Fieldbus - Guidance for IEC 61158 standards, ProfibusOPC Server configuration, OPC Client configuration

Design Thinking

IntroductionDesign Thinking for everyonePut the enterprise in enterprise Design ThinkingA focus on user outcomeIdentify your users and their problemsRecognize Assumptions, Restless ReinventionsBias towards action, Activity Seeks great ideaDiverse Power Techniques, Include a variety of voicesBuild Alignment across teamStart sharing stories, Put it all together

PROGRAM HIGHLIGHTS

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COST : Rs. 1500 (Inclusive of All)Transfer the amount in any of the account

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Live Online Session and Recording of each session

Foundational level understanding in the program to build expertises

Reference Material for study

Access to the software as per the opted program will be available

Case Study, Implementation and Static application development in each program

A globally valid certificate from technology leader IBM on successful completion and

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