Courses MNIT JAIPUR – ELECTRONICS & ICT ACADEMIES MINISTRY OF ELECTRONICS & INFORMATION TECHNOLOGY

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Electronics

Communication Channels for Information Transfer

Duration : 40 Hours Information theory; microwave communiction; channel coding; turbo codes convolutional codes;

Academy Workshop on Modern Embedded Processors

Duration : 8 Hours Embedded systems; efficient & low power processors; applications

Synthesis Algorithms for Digital Circuits & Systems

Duration : 40 Hours Synthesis algorithms for high level synthesis- scheduling, binding and sharing; two level logic optimization; multilevel logic optimization; seuqnetial optimization- timing; library binding;

Principles of Control Systems Engineering: Hands on Experience with MATLAB

Duration : 40 Hours Rigirous hands-on MATLAB- basics of control, stability criterion, s-domain analysis, frequency domain analysis, nyquist criterion; applications;

Fundamentals of Analog & Digital communication system (Global FDP)

Duration : 80 Hours Review of Fundamental Concepts & Mathematical preliminaries, Pulse Modulation, Basic digital modulation schemes and signaling over AWGN channels, Hands on (circuit design, assembly and measurements)

Power Electronics for Smart Grid and Renewable Energy Control

Duration : 40 Hours Power devices; applications into smart grid; controlling renewable energy sources

VLSI Digital Circuit design (Global FDP)

Duration : 80 Hours Design of Basic Building Blocks, CMOS device/interconnect fundamentals, Concepts for Analysis and Design, Multi-Stage Circuits and Subsystems

Fundamentals of databases (Global FDP)

Duration : 80 Hours Entity Relationship Modelling, Relational Algebra & Calculus, SQL, Database Design Process, Transaction Processing, Database Administration (Industry)

Analog CMOS IC design (Experts from IITD/CEERI/SCL)

Duration : 40 Hours MOS circuit implmentation of analog electronic circuits/sub-systems

Workshop on Emerging Materials and Devices for Nanotechnology Application

Duration : 8 Hours recent development in new materials and devices for nanotechnology applications

VLSI Chip Design Hands-on using Open Source EDA (Global GDP)

Duration : 40 Hours VLSI design, SoC Design, Floor planning & timing analysis, Placement, Clock tree synthesis, Global routing, Detailed routing, Analog and Mixed Signal CircuitSpecifications to Design, Layout & GDS

Smart Electronics Technologies and Systems

Duration : 40 Hours IoT- State of Art for smart cities, Security and Energy Tradeoffs in Electronic Systems, Consumer Electronic for Smart Cities, Energy Efficient Sensors

RF & Microwave Components Design Challenges & their Solutions

Duration : 40 Hours Related to Microwave Components and Antennas; Special Antennas like SWB, MIMO, Reconfigurable Antennas, Optical Antennas etc., Antenna Arrays and Antenna Beam Optimization Techniques; Frequency Selective Surfaces (FSS), Metamaterials, Absorber & other related topics.

VLSI DSP Architectures

Duration : 40 Hours Hardware implmentation, and hardware accelration of digital signal processing architectures/algorithms

SoC & Embedded Systems Design

Duration : 40 Hours System implementation on to a single chip- modeling, synthesis, co-simulation aspects; Embeded system application

Train the Trainers Programme on Optical Fibre (collaboration with TSSC)

Duration : 24 Hours Hands-on by company, supported by Telecomm Sector Skills Council, Delhi

Digital Hardware Design & FPGA Implementation

Duration : 40 Hours Design, HDL based simulation and hardware prototyping (FPGAs)

Digital CMOS Devices & Circuits

Duration : 40 Hours MOS circuit implmentation of digital electronic circuits/sub-systems

Recent trends in Industrial Automation Electronics and Control

Duration : 40 Hours Automation relevant for industrial processes/instrumentation/control

Recent Advances in Communication Technologies

Duration : 48 Hours A. Advanced communication systems B. Time-frequency analysis & signal transforms techniques C. Signal/Image processing for communication links D. Optical Communications and Photonic devices E. Newer materials for communication devices and systems.

Specification to Silicon: Advanced Analog CMOS Integrated Circuit Design

Duration : 24 Hours CAD tool hands-on (Synopsys/Cadence tools) for Chip design and tapeout to be given to fabrication-house; Main focus of workshop has been on industrial techniques/methodology for CHIP designing in low geometries (180nm nodes)-- Basic electronics, VLSI Technology, Semiconductor physics, Solid state devices, Microelectronics circuits, Linear integrated circuits, VLSI design, Digital electronics and logic design

Object Oriented Programming (Global FDP)

Duration : 80 Hours

Photonics Integrated Devices & systems

Duration : 40 Hours Optical Fiber Communication &Networks Optoelectronic Devices, All-optical Devices, Nonlinear Pulse Dynamics & Modeling, Plasmonics.Photonic Crystals, Photonic Crystal Fibers, Properties of Photonic Crystal Fibers, Waveguides, Photonic Switching, Photonic Encoders, Decoders, Sensing.

Workshop on DSP: Select concepts

Duration : 16 Hours Advanced concepts in Digital Signal Processing

Workshop on Sensors for flexible electronics

Duration : 16 Hours Emerging area course for foldable chips/electronic-screens

CAD tools for Adv. Digital design & FPGAs

Duration : 40 Hours High evel synthesis, logic synthesis, sequential synthesis, FPGA mapping, Xilinx architectures; Xilinx design flow

VLSI Design Verification

Duration : 40 Hours Verification mthodologies for VLSI Design- Simulation, assertions, symbolic simulation etc.Verification and its role in the VLSI design flow- Circuit-level verification; Gate-level and RTL verification (Verilog); System-level verification (System Verilog,)

Advances in Communication Technologies

Duration : 48 Hours Recent advancements in communication technologies

Emerging applications in Image Processing

Duration : 40 Hours Image Processing with Basic Operations, Advance Image Processing topics & application, Frequency Domain Filtering, Edge Detection, Restoring, Morphological Image Processing & Segmentation

VLSI and Embedded Systems

Duration : 40 Hours VLSI and applications into Embedded systems, Digital System Design and implementation using Vivado, Zynq architecture, Embedded System design using Zynq-7000, SDK, Analog IC Design using Cadence.

Emerging Trends in Nano Scale Devices and Circuits

Duration : 40 Hours Emerging area course on nanoelectronic circuits/devices

Digital VLSI Systems Design & implementation

Duration : 40 Hours Related to the Baiscsof Digital VLSI System Design and implementation methods

Digital CMOS Circuits & Devices

Duration : 40 Hours MOS circuit implmentation of digital electronic circuits/sub-systems

VLSI Design Verification & Test (Global FDP)

Duration : 40 Hours Verification as well as testign of VLSI sub-systems, Introduction to VHDL/Verilog- Data types, Concurrent statements,sequential statements, behavioral modeling.

5G Communications (Global FDP)

Duration : 40 Hours Introduction to 5G, Modulation Techniques, Antennas in 5G, Trends in Software defined Networking, 5G Internet and Security

Smart Electronic Systems & IoT for Smart City

Duration : 40 Hours Smart embedded systems/hardware for internet of things applications, Security and Energy Tradeoffs in Electronic Systems,Hardware Security using PUF, Consumer Electronics for Smart Cities

Computation Techniques in Optics and Photonics

Duration : 48 Hours Numerical methods applications, CAD for optical communication and photonics, Recent trends in Photonics, Experimental study for Simulation of Solar cell, MEMS in Photonics, Modeling and Simulations of Metamaterials

Advanced Optimization Techniques

Duration : 80 Hours Linear & Non-Linear Programming, Dynamic Programming, Meta-Heuristic & Multi-Objective Optimization, Machine Learning Based Optimization & Statistical Methods

3D Simulations of Semiconductor Devices

Duration : 16 Hours Hands on Training in Visual TCAD for N-MOSFET Simulations : Meshing, method, model, structure, solve and biasing, CMOS with Mixed-Mode Simulations and 3-D Simulations. (FINFET/NanoWire/TFET..etc), Si-Solar Cell Simulations

Wireless & Mobile Communications (Global FDP)

Duration : 40 Hours Introduction and basics of Mobile radio propagation environment, Cellular radio communication systems & Multiple access Techniques, Digital communication over fading channels, diversity equalization and channel coding, Spread spectrum, Multicarrier and MIMO wireless systems

DSP & Sensors (Global FDP)

Duration : 40 Hours Discrete Fourier representation of periodic sequences (DTFT), Filter Design & Realization, Advanced DSP, Introduction and Measurement of Physical Parameters

Advances in Optical Communication

Duration : 40 Hours Basics of Optical Communication, Photonic Crystals Fiber based Communication, Nano photonics and Optical Characterization techniques of Thin Films, Optical sources and detectors

Mixed-Signal CMOS ICs “Methodology of Circuit to Chip Design”

Duration : 40 Hours MOS circuit implmentation of analog/digital electronic circuits/sub-systems on the same chip

New Waves in Communications & Network

Duration : 40 Hours Emerging area course in Wireless communication and networking

Signal Processing and Data Mining Techniques for Research using MATLAB

Duration : 40 Hours Alpha to Delta of Signal Processing, Adaptive and Intelligent Signal Processing, Applications of Transforms to Signal and Image Processing, Biomedical Data Processing

Intensive Workshop on Authoring Technical Documents with Latex (Part-A) Technical Writing

Duration : 24 Hours Documents Preparation using Latex starting with Installation of MikTex & Text Editor; Managing Bibliography (Mendeley, JabRef) in Latex,

Intensive Workshop on Authoring Technical Documents with Latex (Part-B) Reviewing Manuscripts

Duration : 16 Hours Manuscript preparation, guidelines, grammar and spell checking, Reviewing Technical articles, Responding to reviewer comments

Advancements in Signal Processing & Optimization Techniques (Global FDP)

Duration : 40 Hours Introduction to Adaptive Signal Processing, Applications of Transformations to Signal, Classical Optimization and Unsupervised Learning Techniques, Evolutionary and Nature Inspired Optimization Techniques

Embedded Systems & Interfacing hands-on (Global FDP)

Duration : 40 Hours Embedded Hardware & architecture, Interfacing C-Programs with ARM Core Microcontrollers, Embedded OS

Advanced Embedded Linux and Device Driver Development (off-campus at CSPIT Charusat)

Duration : 40 Hours Operating system fundamentals and Hands on Linux operating system; Kernel Module programing and Linux Device driver development; GPIO Driver development on ARM Processor

Antenna Trends (Global FDP)

Duration : 40 Hours Antenna Fundamentals and Basic Antenna Configurations, Planar Antennas, Antenna Arrays and Beamforming, Reflector antennas for radar and satellite communication

Workshop on Security, Architecture, Synthesis and Validation for System-on-Chip

Duration : 16 Hours System-on-Chip Platform Security: Architecture, Synthesis, Validation, and Debug

Nanoscale Devices: Materials to Applications

Duration : 40 Hours Introduction to Nanotechnology and Nanoscale Device; Synthesis of nanomaterials & fabrication techniques; VLSI Design & Device Simulations; Characterization Techniques.

Methodologies and Challenges in Digital IC and Memory Design

Duration : 40 Hours Implementation strategies for Digital ICs; MOSFET Overview, SPICE Model, DC & AC Characteristics; Layout Design techniques, Synthesis, design of sense amplifier, Decoder; SRAM Architectures, SRAM memory controller and design.

VLSI Chip Design Hands on using Open Source EDA (Global GDP)

Duration : 40 Hours Study various components of RISC-V microprocessor based SoC and review all components using MAGIC Layout tool, MAGIC Layout tool and ngSPICE for SPICE simulations, Pre & Post layout timing analysis of SoC using OpenSTA.

Information Technology

Adaptive signal processing

Duration : 40 Hours Adaptive DSP; S Transform, FPGA and DSP architectures for Adaptive Systems.

Parallel Computing Architectures

Duration : 40 Hours Parallel architecture for high performance; programming aspects; clustering etc.

Big Data Analytics for Smart Grid

Duration : 40 Hours Big Data Tools, Methods, & Technologies, Big Data Sources & Challenges in Smart Grids, Descriptive, Predictive & Prescriptive Analysis, Apache Hadoop Essentials

Application of Internet of Things(IOT) in Electrical and Electronics Engineering

Duration : 40 Hours Internet of things- concept, devices, applications

Fundamentals of Computer Networks and Security (Global FDP)

Duration : 80 Hours Principles of Network Applications, Overview of Layers, Link Layers, Addressing at layers, Introduction of transport layer, Connectionless Transport, Connection-Oriented Transport, Principles of Congestion Control, The Internet Protocol (IP), Routing Algorithms,Security at Layers.

Introduction to Web Development (Global FDP)

Duration : 80 Hours Overview of Web Development -Client-side Programming, Scripting, Server-side Programming, Introduction to MySQL

Introduction to data structures & programming in C (Global FDP)

Duration : 80 Hours Fundamental Concepts of Programming, Basic Concepts of Data Structures, Data Structures & Implementation of Algorithms, Abstract Data Types, Hashing and File Structures.

Parallel Computing

Duration : 40 Hours Parallel programming; MPI; Programming Shared Memory:Introduction to OpenMP, Runtime libraries, OpenMP with MPI and POSIX threads.; programming on Multi core systems & GPU computing, Programs based on Numerical Linear Algebra Dense and Sparse (Matrix Computations), Fast string Search Algorithms, Big data Graph Computations, Video Processing – Big data.; GPU Programming Introduction to CUDA, Applications of CUDA based systems, NVIDIA – CUDA Hardware and Software Architecture, CUDA SDK/APIs.

Advance Optimization Techniques

Duration : 80 Hours Classical Opt. techniques & intro. to ‘Evolutionary Computation; Multi-Objective Optimization; Neural Network and Fuzzy Logic; Nature Inspired Algorithms; Swarm Intelligence

Deep Learning & Parallel Architectures

Duration : 16 Hours deep learning and applied deep learning.; heterogeneous computing, GPU programming architecture: CUDA parallelism; NVLink, Kepler, Pascal;

Power Eelctronics (Global FDP)

Duration : 80 Hours The course is relevant for applications into power drives, electric vehicles etc.

Applications of IoT in AI & Machine Learning

Duration : 40 Hours Applications of IoT in AI & Machine Learning

Intelligent Algorithms Application to Deregulated Power System

Duration : 40 Hours Relevant for smart grid applications

Big Data analytics

Duration : 40 Hours Image Processing with Basic Operations, Advance Image Processing topics & application, Frequency Domain Filtering, Edge Detection, Restoring, Morphological Image Processing & Segmentation

Big Data Analytics (Global FDP)

Duration : 40 Hours Introduction to Big Data Analytics and Map reduce Computing, Hadoop and SPARK Programming, NoSQL Databases, Text & Graph Analytics, Distributed Systems vs Big Data Technologies

Electric Vehicle (Global FDP)

Duration : 40 Hours Relevant for future vehicle/automotive, EV Control and Storage Systems, V2G and G2V Technologies

AI and Machine Learning (Global FDP)

Duration : 40 Hours Fundamental Concepts of AI: Agents, environments, Supervised and unsupervised learning, Artificial Neural Network (Multi Layer Perception)

ANN and Deep Learning (Global FDP)

Duration : 40 Hours Artificial Neural Networks (ANN), Biological inspiration, Perceptrons, Types of NN architectures, Deep Learning, Optimization for Training Deep Models, Convolutional Networks

Internet of Things (IoT) (Global FDP)

Duration : 40 Hours Introduction IoT architectures, Communication Standards, M2M & IoT Technology, Sensor based Solutions and RFIDs in IoT, Protocol Stack in IoT, Data Acquiring, Organizing & Analytics in IoT

Electrical Vehicle Infrastructure

Duration : 40 Hours Relevant for future vehicle/automotive, Development of charger for EV charging, architecture and battery technology, Vehicle to Grid (V2G) and Grid to Vehicle (G2V) bidirectional power flow

Selected topics in Control System Theory - Fundamentals, Advances and Future Directions

Duration : 40 Hours Core course in Control Systems theory, common to Electrical/Electronics/Computer engineers, State Space Modelling, Multirate Sampling, Variable Structure Control, Sliding Mode control & its Designing, Higher Order Sliding Mode Control, Terminal Sliding Mode Control

Modelling and Simulations of Custom Power Devices for Power Quality Improvement

Duration : 40 Hours Emerging area relevant for power quality improvement; Passive and Active Filtering Techniques, Demonstrations of High Speed Processor like dSPACE/DSP/FPGA in Custom Power Devices

AI & Machine Learning (Global GDP)

Duration : 40 Hours Fundamental Concepts of AI: Agents, environments, Supervised and unsupervised learning, Artificial Neural Network (Multi Layer Perception),

Energy & Power System Optimization using GAMS

Duration : 40 Hours Optimizations for Energy production, power systems, GAMS Modelling, GAMS Applications for Economic Dispatch

Deep Learning & Applications (Global FDP)

Duration : 40 Hours Brief introduction of Artificial Neural Networks (ANN), Perceptrons, Multilayer perceptron (MLP), Regularization, Hyperparameter, Deep Feed forward Networks, The Convolution Operation, Pooling, Sequence Modeling

Machine Learning & IoT (off-campus at MS University Baroda)

Duration : 80 Hours Machine Learning Basics and Application, Data Mining Techniques, Neural Network and Deep leraning applications, IoT basics and architecture

Introduction to Programming: A Pedagogical Approach (Global FDP)

Duration : 40 Hours Introduction to Basic Concepts,Branching, Functions & Recursion, Data structures & algorithms, Testing & debugging

Robotics & AI (Global FDP)

Duration : 40 Hours Introduction to Robotics & Robot Simulators, Kinematics, Dynamics and Control

Network Security (Global FDP)

Duration : 40 Hours Introduction to Network Layers; Why TCP / IP Model?; Network Security: Physical and MAC Layer, Routing and Transport Layer - IPSec, SBGP, ARP –TCP SYN Flood / Scan Attacks, Introduction to Web Security: Application Layer Protocols - HTTP, HTTPS, SMTP, etc., Browser security. Web Application Security - SQL Injection, CSRF & XSS, Blockchain Technology

Artificial Intelligence with Python (Collaboration with ESCI Hyderabad)

Duration : 40 Hours Basic concepts of AI; Supervised & Un-Supervised Learning, Analyzing time series data, speech recognition, computer vision and deep learning

Fundamentals of C Programming Skills

Duration : 40 Hours Introduction to fundamentals of C Programming language

Data Structure Fundamentals

Duration : 40 Hours Introduction to the fundamentals of Data Structure; data organization, management, and storage

Power Electronics for Renewable Energy and Electric Vehicle

Duration : 40 Hours Emerging area course with aopplication into Electric vehicles; EV charging and control, battery technology

Fundamentals of PYTHON Programming Skills

Duration : 40 Hours Introduction to Python Programming; Selection and Branching, Collection of Data Sequences; Functions; File Management; Object Oriented Concepts

Python Programming with Industry perspective (Global GDP)

Duration : 40 Hours Introduction & basics of Python Programming, Decision Statements; Loop Control, Statements; Functions, Strings, Lists and Dictionaries; Tuples and Sets; File Handling; Pandas

Deep Learning and Applications (Global GDP)

Duration : 40 Hours Introduction to Machine Learning and Artificial Neural Networks (ANN), Convolutional Neural Networks, Autoencoders & Generative Serial Networks, Recurrent Neural Networks

AI & Machine Learning (Global GDP)

Duration : 40 Hours AI Fundamentals, Search Techniques & Knowledge Representation, Machine Learning Algorithms, Neural Network and its Applications

Natural Language Processing (Global GDP)

Duration : 40 Hours Language Modelling & Sequence Tagging, Vector Space Models of Semantics, Syntactic Processing, Sequence to Sequence Tasks, Unification-based NLP & Semantics

Courses Pertaining to ICT Tools For Other streams of Arts, Commerce & Science etc.

One Day Workshop on Open Educational Resources (Prof. D. B. Phatak, IITB)

Duration : 8 Hours Open educational resources available.

Academy Stakeholders’ One Day Workshop On Skill development: Adaptive, Collaborative and Effective paradigm (Dr. S. P. Kochhar, CEO, TSSC & Prof. I. K. Bhat, Prof. V. Sinha)

Duration : 8 Hours Significance of skill acquisition in current era; opportunities for skill enhancement.

Intensive workshops on Technical Report writing and Authoring of Research Manuscripts with Latex

Duration : 24 Hours Research writing skills A. Writing a technical report in Latex- outline & Contents B. Writing manuscript in Latex- working with figures, tables, mathematical style and bibliography C. Making presentation in Latex D. Reviewing manuscripts; Responding to reviewer’s comment

ICT Tools and Technology for Teaching Learning process & Institutes

Duration : 40 Hours Online/blended-learning in teaching learning process, Use of MooC for contents management, class organization, assessment, teaching learning- interactive whiteboards/smart-screens, digital content creation, bibliography management

ICT in Disaster Management

Duration : 40 Hours Importance of ICT in Disaster Risk Management (DRM) and Disaster resilient ICT infra, ICT for Early Warning System

ICT Tools for Teaching, Learning Process & Institutes (Global GDP)

Duration : 40 Hours Use of ICT, Online/blended Learning, MooC, Teaching Learning Tools & e-content generation, Computer Based Training (CBT)