Data Science Master Course in Bhubaneswar,Odisha

Data ScienceMaster Course 

Duration: 6 Month 

Module-1 

Introduction To Master course 

Embedded C 

∙ Fundamentals of C 

∙ Elements of C (keywords and Data types) 

∙ Operators & Expressions 

∙ Standard Input and Output  

∙ Conditional Statements and Loops  

∙ Function 

∙ Storage classes 

∙ Memory management in C 

∙ Pointer 

∙ C Programming CompilationStages  

∙ Pre-Processor directives 

∙ Array 

∙ String 

∙ Structures 

∙ Unions 

∙ Enumerated Data types  

∙ Bit-Wise operation  

∙ Dynamic memory allocation  

∙ File input and output 

Hands-on on NodeMCU/ ESP32 

∙ Introduction to Embedded system  

∙ Basic electronics elements measurement.  

∙ Circuit design on Bread board.  

∙ Installation of Arduino IDE.  

∙ Pin configuration 

∙ Digital Output Interface  

∙ Digital I/O Interface  

∙ UART Protocol  

∙ ADC Interface 

∙ Pulse Width Modulation 

∙ SPI Protocol 

∙ I2C Protocol 

∙ Display Interface 

∙ RFID Interface 

∙ Hands on Interrupt

Module-2 

AVR/ ARM Controller 

∙ GPIO pin Configuration 

∙ Led, 7segment, relay interface 

∙ Push button, IR, ultrasonic interface, keypad ∙ UART 

∙ Timers 

∙ SPI 

∙ I2C 

∙ ADC 

∙ PWM 

∙ Watchdog timer 

∙ EEPROM 

IoT Communication and Network Protocol 

∙ TCP/IP Protocol stack 

∙ IP address IPv4, IPv6 basics 

∙ Networking 

∙ M2M Communication. 

∙ IoT Protocols 

o MQTT, CoAP, HTTP, HTTPs, REST, Web Sockets ∙ Wireless Protocols 

o Wi-Fi, Bluetooth, BLE, Zigbee, LoRA 

IoT Development 

∙ Config WiFi module (ESP8266/ESP32) 

∙ Make an IoT Server  

∙ Local web Server Client Communication. 

∙ Online Server Communication: 

∙ IoT with Ai Assistants 

∙ IoT with Advance Cloud mechanism. 

o AWS 

o IBM 

o Google Firebase 

∙ Project development. 

IoT Security 

∙ Ethical Challenges in IoT 

∙ Security and Interoperability 

∙ Modes of Attacks 

∙ Security Techniques and their implementation.

Module-3 

IoT on Raspberry Pi 

Python Programming 

∙ Introduction to Python, Scope, Data Types, Control Flow, Functions, Modules &  Packages, Standard Libraries, Data Structures, File Handling  

RPi OS setup and Interface 

∙ Boot to RPi 

∙ Wireless setup for remote access(SSH, VNC) 

∙ RPi GPIO pin Programming 

∙ Digital output Programming 

∙ Digital Input Programming 

∙ Analog Input interface 

∙ Analog Output 

∙ RPi UART channel activate and Interface  

∙ RPi I2C mode activation and Interface 

∙ RPi SPI mode activation and. Interface 

∙ RPi one-wire Communication 

RPi IoT 

∙ HTTP Communication 

∙ MQTT Communication 

∙ Bluetooth Communication 

∙ Local Webserver Communication. 

∙ Communicate with different service 

∙ Sensor data logging  

Application of Ai/ML on IoT 

∙ Introduction to Machine learning 

∙ Learning classification techniques 

∙ Bayesian Prediction-preparing training file 

∙ Support Vector Machine 

∙ Image and video analytic for IoT 

∙ Fraud and alert analytic through IoT 

∙ Bio –metric ID integration with IoT 

∙ Real Time Analytic/Stream Analytic 

∙ Scalability issues of IoT and machine learning 

IoT on Different Database and web platform. 

∙ IoT using PHP 

∙ IoT using JS 

∙ IoT using Python

Data Processing on IoT 

∙ Data storage 

∙ Data filtering 

∙ Data Visualization 

Case study and Project Highlights:  

∙ Seven segment Counter using IR sensor  

∙ Latch circuit using push button  

∙ Rain Alarm  

∙ AC Load control using Bluetooth  

∙ Automatic Street Light  

∙ Auto irrigation  

∙ Fire Alarm  

∙ RFID tag attendance  

∙ Local server load control  

∙ Android App load control  

∙ Temperature Sensor data logging to local server  

∙ Home automation using online server and google assistant  ∙ Raspberry pi Based Smart Supervisor using Internet of Things (IoT) ∙ Automatic Smart Parking System using Internet of Things (IOT) ∙ IoT Based Raspberry Pi Home Automation 

∙ IoT Home Security Model 

∙ IoT based Biometrics 

∙ Smart Security Solutions based on Internet of Things (IoT) ∙ Internet of Things based Controlling of Appliances using GSM/GPRS ∙ Secured Smart Healthcare Monitoring System Based on IOT ∙ Smart agriculture control from Cloud and many more. ∙ Q & A, Assessment.  

Course Highlights  

Basic Electronics 

Embedded C Programming 

Python Programming 

Embedded Systems 

Circuit Design 

Microcontroller 

Internet of Things 

Networking 

Security 

Data Processing 

Could Communication 

RPi