Want to get jumpstarted with Data Analytics without all the pain? Here is the roadmap for getting started with data analytics using Python. For details, check out: https://lnkd.in/fxWNUsB. Customised training / personal coaching available.
#duckdb #polars #pandas #python #matplotlibLearn2Develop.Net
Learn2Develop is a technology company specializing in hands-on training on the latest Web and Mobile technologies.
Email: weimenglee@learn2develop.net
Wednesday, February 15, 2023
WEB302 - Containerization using Docker
"This year it appears that Docker is becoming a similar fundamental tool for Professional Developers, increasing from 55% to 69%.".
Stackoverflow 2022 Developer Survey.Learn how containerization works using Docker. Details at https://lnkd.in/fxWNUsB.
#Docker #containerization
IOT309 - Building AI Applications using ChatGPT
Now that you have heard of ChatGPT, it is now time to really understand how it works and harness its power! This course will show you how to integrate ChatGPT into your Python application.
Saturday, February 19, 2022
Plotting Choropleth Maps in Python
A choropleth map is a very useful visualization technique to show aggregate summary of a geographic feature, such as population or income levels of countries in the world. For this article, I will show you how to use the Plotly to plot choropleth maps.
IOT301 - Fundamentals of Blockchain and Smart Contracts Programming using the Ethereum Network
If you want to know what is a Blockchain but have no time to wade through tons of books and articles to learn what it is, this is probably the quickest way to learn. What's more, this course will also cover Ethereum Smart Contract programming. By the end of the course, you will have a solid understanding of what is a Blockchain and how you can use smart contracts to create the next generations of decentralized apps (aka dapps).
Details at: https://lnkd.in/f27W2b2.
#blockchain #programming #smartcontracts #ethereum #NFT #token
IOT201 - Applied Python Programming
Python is one of the hottest languages to learn today due to its extensive set of libraries for Data Science. Besides this, Python is so versatile that you can use it to do anything (almost!). In this 2-day course, you will get a jumpstart on Python and you will be proficient in Python by the end of the course.
Details at http://calendar.learn2develop.net/.
#python #lambda #datascience
Tuesday, June 02, 2020
Performing Data Analytics on the Covid-19 Dataset using Python, NumPy and Pandas
Thursday, May 28, 2020
WEB302 - Getting Started with Docker
Tuesday, May 26, 2020
IOT202 - Introduction to Data Analytics using Python
Case Study - Learn how to visualise the Covid-19 dataset.
Wednesday, May 13, 2020
MOB107 - Cross Platform Mobile Apps Development using Flutter
- Crash course on the Flutter programming language
- Structure of a Flutter application
- Laying out your UI
- Networking in Flutter
- Persisting Data
- Deploying iOS and Android applications
For schedule, check out http://calendar.learn2develop.net/
IOT305 - Deep Learning using TensorFlow and Keras
- Understand what is deep learning
- Understand the various concepts in deep learning - weights, biases, activation functions, loss functions, back propagation gradient descent, etc
- Common types of neural networks
- Using Keras with TensorFlow
- Image Recognition
- Transfer Learning
For schedule, check out http://calendar.learn2develop.net/
IOT203 - Introduction to Machine Learning using MS Azure ML Studio
- Understand what is machine learning
- Types of machine learning
- Using Microsoft Azure Machine Learning Studio
- Understanding machine learning metrics
- Deploying ML models as web services
Friday, May 08, 2020
Go Cheat Sheet
Have fun! If you want to learn Go, consider joining my upcoming class on Applied Go Programming.
New Course - IOT210 - Applied Go Programming
• Understand how concurrency works in Go
• Learn how to create real-world applications using Go
New Course - IOT306 - Developing Chatbots using Google's Dialogflow.
* learn how to integrate with external services to fulfil the user's request
* deploy your chatbot onto popular third party applications such as Twitter, Slack, and Facebook's Messenger
Thursday, February 06, 2020
Pandas DataFrame Cheat Sheet
Friday, July 26, 2019
Understanding dependencies: and dev_dependencies: in Flutter
Monday, May 13, 2019
Courses in June 2019
There are a couple of frameworks available for developing cross-platform mobile apps - apps that run on iOS and Android with a single code base. In the month of June, we have the following courses available:
- MOB105 Cross Platform Mobile Apps Development using React Native and ECMAScript
- MOB107 Cross Platform Mobile Apps Development using Flutter
To make it easier to test your applications on the Android platform (for iOS you can use the Simulator), both courses come with an AndroidOne device. At the end of the training, you will be able to bring the device back home.
Programming Internet of Things (IoT)
In the month of June we will run three different IoT courses:
- IOT104 Programming Internet of Things (IoT) using Arduino
- IOT107 Programming the micro:bit
- IOT101 Programming Internet of Things (IoT) using Raspberry
We have added new modules and lab exercises to all these courses. In particular, we are covering:
- Fingerprint scanning in IOT101 and IOT104
- Using Blynk and ThingSpeak in IOT101
- Touchscreen in IOT101
- Controlling relays using ESP-01 in IOT104
Blockchain technology is in high demand in the year 2019. Talk about Blockchain and people start to associate it with Bitcoin. But Blockchain is more than just cryptocurrencies. In particular, a programmable Blockchain like Ethereum is more useful. We have a course in June that shows you how to program the Ethereum blockchain and create your smart contract. Using Smart contract, you can build applications that:
- require decentralised trust (such as OpenCerts)
- automate the transfer of crypto-assets automatically
- automate transactions and eliminate costly third party agents
The Blockchain course in June:
The recent Stackoverflow Developer Survey 2019 reveals that Python has “edged out Java” and is the second most loved language. Stack Overflow refers to Python as the “fastest-growing major programming language”.
Python is used for many different tasks - automation, desktop and web, scientific, as well as artificial intelligence. If you have not started programming Python, now is a good time!
Node.js is an open source, cross-platform runtime environment for creating Web apps and Web services. Node.js apps are written using JavaScript, and it provides an event-driven architecture and a non-blocking I/O API that enhances an application’s throughput and scalability.
In our Node.js course, you will learn how to:
- Write REST APIs
- Use nvm to install different versions of Node.js
- Use npm to manage your packages
- Use npm to publish your own modules and libraries to the Node.js repository
Here is the run in June:
Saturday, April 27, 2019
Introduction to Coding using the micro:bit (for kids 7 to 13)
Time: 9am to 5pm
Lunch provided
Course Fee: S$395