SUMMER INTERNSHIP CAMP
May 11 - 31 '20 | 10:00 AM (IST)
Event Information
12 DAYS ARTIFICIAL INTELLIGENCE & MACHINE LEARNING
DAY 1
• Inauguration
• Psychometric Test
• Introduction to Artificial Intelligence
DAY 2
• Foundations of Statistics
• Basics of Python
• Introduction to Numpy and Pandas
• Hands on session in Python
DAY 3
• Introduction to Machine Learning
• Types of Machine Learning Algorithms
• Introduction to Supervised ML
• Introduction to Linear Regression Algorithm
• Hands on session in use case example
• Hands on session using datasets
DAY 4
• Introduction to Machine Learning
• Introduction to Supervised ML
• Introduction to Polynomial Regression Algorithm
• Hands on session in use case example
• Hands on session using datasets
DAY 5
• Introduction to Machine Learning
• Introduction to Supervised ML
• Introduction to Support Vector Machine
• Hands on session in use case example
• Hands on session using datasets
DAY 6
• Introduction to Machine Learning
• Introduction to Supervised ML
• Introduction to Logistic Regression Algorithm
• Hands on session in use case example
• Hands on session using datasets
DAY 7
• Introduction to Machine Learning
• Introduction to Reinforcement ML
• Types of methods – Value based methods
• Policy based methods
• Hands on session in use case example
• Hands on session using datasets
DAY 8
• Introduction to Supervised ML
• Introduction to Decision Tree Algorithm
• Hands on session in use case example
• Hands on session using datasets
DAY 9
• Introduction to Supervised ML
• Introduction to Random Forest Algorithm
• Hands on session in use case example
• Hands on session using datasets
DAY 10
• Introduction to Image Processing
• Principles of Image Processing
• Hands on session using datasets
DAY 11
• Introduction to Open CV
• Introduction to Computer Vision
• Hands on session in Face Recognition
DAY 12
• Hands on session in Object Detection
• Documentation
• Project Presentation
12 DAYS DEEP LEARNING
DAY 1
Introduction to ml and dl
Installation and python Basics
DAY 2
Python basics
Advanced python basics
Image processing basics
DAY 3
Machine learning Concepts
Hands on session using datasets
DAY 4
Deep learning concepts
Neuron, sigmoid, CNN
DAY 5
Introduction to Tensor Flow
Basics of tensor flow
Installation and working
DAY 6
Object detection
• Data gathering image
• Training with image
• Testing with image
• And implementation using video feed
DAY 7
Face detection using deep learning
DAY 8
NLP
Introduction
Insights basics
DAY 9
Creating chatbot from scaptch
• Pre-processing
• Building
• Training
• Testing
• Improvising
DAY 10
NLP based Text Classification
DAY 11
Twitter sentiment analysis
DAY 12
Projects on Deep Learning
12 Days Internship in Internet of Things
DAY 1
• Inauguration
• Psychometric Test
• Introduction to Internet of Things
DAY 2
• Introduction to Embedded C Programming Language
• Difference between C and Embedded C
• Basics of Embedded C Program
• Keywords in Embedded C
• Data Types in Embedded C
• Basic Structure of an Embedded C Program (Template for Embedded C Program)
• Different Components of an Embedded C Program
• Different Components of an Embedded C Program
o Comments
o Preprocessor Directive
o Global Variables
o Local Variables
o Main Function
DAY 3
• What is Microcontrollers?
• Difference between Microprocessor and Microcontroller
• Introduction to Arduino Boards
• Types of Arduino Boards
• Installation of Arduino IDE
• Usage of Tinker Cad
• Structure of Coding – Embedded C
• Hands on session in Blinking of LED
• Hands on session in Serial Monitor
• Hands on session in Traffic Signal
• Hands on session in Arduino UNO Board
DAY 4
• Introduction to WiFi Module(ESP8266)
• What is Node MCU?
• Pin Configuration of Node MCU
• Installation of Node MCU and Blynk Library files
• Introduction to Blynk App Open Source Cloud Environment
• Hands on session in connecting Node MCU with Blynk
• Hands on session in Blinking Inbuilt LED in Node MCU
• Hands on session in Blinking of LED
DAY 5
• What is Sensors?
• Types of Sensors
• Working Principle
• Pin Configuration of Sensors
• Hands on session in Ultrasonic Sensor
• Hands on session in IR Sensor
• Hands on session in Gas Sensor
• Hands on session in PIR Sensor
DAY 6
• Introduction to Motors
• What is DC Motor?
• Working Principle of DC Motor
• Pin Configuration of DC Motor
• What is Servo Motor?
• Working Principle of Servo Motor
• Pin Configuration of Servo Motor
• Hands on session in DC Motor
• Hands on session in Servo Motor
• Hands on session in combination of Sensors and Motors
DAY 7
• Introduction to Display units
• What is LCD display unit?
• Pin Configuration of LCD display unit
• What is OLED display unit?
• Pin configuration of OLED display unit
• What is I2C Module?
• Pin configuration of I2C Module
• Integration of I2C and LCD display unit
• Hands on session using LCD to display “Hello World”
• Hands on session in OLED to display shapes.
DAY 8
• Introduction to MQTT
• What is MQTT?
• Why MQTT?
• How MQTT works?
• MQTT components
o Publish /Subscribe
o Messages
o Topics
o Broker or servers
o Clients
• How many devices you can connect to a broker?
• Why not HTTP?
• Broker in the IoT system components
• Cloud MQTT broker
• How to use Cloud MQTT
DAY 9
• Hands on session in Basic Level IoT Projects
◘ Smart Bed
◘ Automatic Door Lock
◘ Gas Detector
◘ Fire Alarm
DAY 10
• Hands on session in Intermediate Level IoT Projects
◘ Moisture Level Indicator
◘ Measurement of Temperature and Humidity
◘ Obstacle Avoidance Robot
◘ Home Automation
DAY 11
• Hands on session in Advanced Level IoT Projects
◘ WiFi Controlled Car
◘ Home Automation using Google Assistant
◘ Health Band
◘ Fits Alert using GPS Location
DAY 12
• Continuation of Projects
• Project Presentation
• Certificate Distribution
10 DAYS INTERNSHIP DRONE
DAY 1
SESSION - I
Introduction to Drone
• DGCA guidelines
SESSION – II
• Basic of aeronautics
DAY 2
SESSION – I
Components of Drones
• Mechanical
• Electronics
• Avionics
SESSION – II
Design
• Design parameters
• Design calculations
• Quad & Fixed
DAY 3
• Fabrication of Quad copter
DAY 4
SESSION - I
Software installation
• Software integration and calibration
SESSION - II
• Do’s and Don’ts of flying
• Pre flight check.
• Carrier offers
DAY 5
SESSION – I
• Design of fixed wing a/c
• Concepts of fixed wing
SESSION – II
• Materials used for fixed wing
• Types of fixed wing a/c
DAY 6
• Fabrication of hovercraft
DAY 7
• Fabrication of rover
DAY 8
SESSION – I
• Internet of Things
SESSION – II
• AI
DAY 9
SESSION – I
• Flying Session
• Intro to Flight Simulator
• Operations and Functions
SESSION – II
• Hands on with simulator
• Practical flying with solo
DAY 10
SESSION – I
• Practical flying session with instructor
SESSION – II
• Certificate Distribution
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