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Online Training on Internet of Things and Machine Learning
Introduction
Introduction to Internet of Things (5:37)
History of Internet of Things (5:29)
IoT in the Big Bang Theory TV series
How to hold the hardware module
Contents of your training kit
How to get your doubts resolved
Quiz
Miscellaneous information
Introduction to the IoT platform
Before we move forward
Why use a platform? (2:36)
What is Bolt? (2:53)
Electronic Terminologies Part 1 (2:30)
Electronic Terminologies Part 2 (3:37)
Technical specifications of WiFi enabled microcontroller module part 1 (3:23)
Technical specifications of WiFi enabled microcontroller module part 2 (3:20)
How to power on your microcontroller module (1:50)
Indicator LEDs (3:33)
Quiz
Getting Started with the IoT Cloud
Before we move forward
Creating an account on the IoT cloud service
Understanding the IoT cloud architecture
Features of Bolt cloud (2:48)
Important points before you get started
How does the microcontroller and cloud linking work? (4:13)
Linking the microcontroller module to the cloud
Troubleshooting the setup process
Quiz
Project 1: Building Your First IoT Sensor Project
Before we move forward
Introduction to Light Intensity Monitoring System (1:51)
Introduction to LDR (2:37)
Hardware Connections
Creating product on Cloud (7:01)
Linking product to device (2:41)
Troubleshooting your First IoT Sensor Project
Quiz
Project 2: Assignment - Plant monitoring system
Details about the training certificate and test
HTML Programming Language and Web Development
Before we move forward
Introduction to HTML (1:49)
HTML Tags (2:04)
HTML Document Structure (2:39)
Creating Your First Web Page
Body Tags
Embedding Images
HTML Hyperlinks
Div Tag
Heading Tags
Table
Quiz
Javascript Programming Language
Before we move forward
Introduction to JavaScript (3:02)
Variables in JavaScript
Creating Your Functions in JavaScript
Manipulating HTML content using JS
Built-in Javascript functions
Quiz
Data Visualization and Analytics
Introduction to Data Visualization (3:36)
Types of Graphs (3:25)
Visualization with Google Library
Before we move forward
Introduction to Google Charts Library on Bolt Cloud (4:47)
Visualizing Sensor Data With Bar Graph (2:02)
Visualizing with Scatter Graph and Bar Graph (2:38)
Customising Charts (3:52)
Gauge Graph
Quiz
APIs
APIs on Bolt (4:24)
API Key
Quiz
Home Automation
Before we move forward
Controlling devices (3:42)
Circuit Connections for an LED
Project 3: Controlling LED
Project 4: Industrial Safety Alert (0:42)
Quiz
Exercise
Project 5: Assignment - Advanced Graphs and Changing the sound of Buzzer
VPS (Virtual Private Server)
Before we move forward
Further understanding Cloud and Cloud Computing (2:18)
Digital Ocean Droplet
Troubleshooting issues with Digital Ocean
Alternatives to Digital Ocean Droplet - Option 1 (10:56)
Alternatives to Digital Ocean Droplet - Option 2 (14:52)
How to SSH into a linux based cloud server
Accessing the Digital Ocean Droplet
Introduction to Linux OS
Before we move forward
Structure of an Operating System (4:03)
Interesting Facts about Linux
Basic Linux Commands (12:57)
What is Sudo? (1:23)
Easter eggs in Linux(Ubuntu)
Quiz
Python Programming Language
Before we move forward
Introduction to Python
Hello World Program
Indentation of Code
Debugging Commons Problems
Arithmetics
Variables
Conditional Statement in Python
While Loop
For Loop
Random Function
Quiz
Bolt Python Library
Before we move forward
Setup the Bolt Python Library
Project 6: Checking Device Status and Restarting the Device
Project 7: Controlling LED using Bolt Python Library
Project 8: LED Intensity (Brightness) Control
Quiz
Interfacing Sensor Over VPS
Before we move forward
Temperature Monitoring System
Introduction to LM35 (2:24)
Hardware Connections For Temperature Monitor
Introduction to Twilio
Project 9: Sending an SMS when Temperature Crosses Threshold
Introduction to Mailgun
Project 10: Sending an Email when Temperature Crosses Threshold
Quiz
Exercise
Project 11: Social Media of Things
Before we move forward
Introduction to Telegram
Setup Telegram
Create a Telegram channel
Create a Telegram bot
Send Telegram message when temperature crosses threshold
Code explanation - Part 1
Code explanation - Part 2
Code explanation - Part 3
Complete code
Quiz on Telegram project
Project 12: Assignment - Bitcoin Alert System
Machine Learning
Before we move forward
What is Machine Learning? (1:14)
Examples of Machine Learning (3:49)
Quiz
Prediction
Before we move forward
What is Prediction? (4:30)
What is Polynomial Regression? (1:29)
Project 13: Predicting Temperature using Polynomial Regression
Understanding the Temperature Prediction project
Quiz
Anomaly Detection
Before we move forward
What is Anomaly? (3:24)
What is Z-Score Analysis (3:57)
Project 14: Room Light Monitoring Project Using Z-Score Analysis
Understanding the Room Light Montoring Project
Quiz
Project 15: Assignment Integromat
Project 16: Capstone Project
The Way Forward
Certification Test
Important points about the certification test
Instructions for the project and forum questions
Instructions for the exam
Exam
Conditional Statement in Python
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