ACM BPDC
π§ Imagine | π¨π»βπ» Implement | π Innovate
Project Truffle
This is project Truffle. Here's how to eat it:
- Take a small bite by exploring the contents listed below.
- Be patient. Let the truffle melt as it enriches you with the knowledge of AI.
- Have another bite... We have a lot to offer!
- Start your AI journey by having a Truffle.
Clearing the Confusion: AI vs ML vs DL
Evolution of AI
π Table of Contents
- Programming Languages
- Integrated Development Environments (IDEs)
- Python Libraries
- Frameworks
- Courses/Tutorials
- Data Sources
- Cloud Services
- Cheat Sheets
- Blogs
π More topics coming soon!
π€ Overview of Machine Learning
Data Preprocessing
Regression
Classification
Clustering
Reinforcement Learning
Deep Learning
Dimensionality Reduction
Model Selection & Boosting
πΊοΈ Roadmaps
The purpose of these roadmaps is to give you an idea about the landscape and to guide you if you are confused about what to learn next and not to encourage you to pick what is hip and trendy. You should grow some understanding of why one tool would better suited for some cases than the other and remember hype and trendy never means best suited for the job.
Data Science Roadmap
Machine Learning Roadmap
Deep Learning Roadmap
Data Engineer Roadmap
Big Data Engineer Roadmap
π Higher Degrees
πΈ Artificial Intelligence (AI): Salaries Heading Skyward
Artificial intelligence
salaries benefit from the perfect recipe for a sweet paycheck: a hot field and high demand for scarce talent. Itβs the ever-reliable law of supply and demand, and right now, anything artificial intelligence-related is in very high demand.
While the average salary for a Software Engineer is around $100,000 to $150,000, to make the big bucks you want to be an AI or Machine Learning (Specialist/Scientist/Engineer). Read more about it here.
Therefore, to be an effective and in-demand AI developer, you need a lot of skills, not just one or two. Here is list of the top 10 skills you need to know for AI:
βοΈ Contribution Guidelines
- Contributions are always welcome!
- Please read the Contribution guidelines first.
- You can find our Contributing guidelines here.
π Code Of Conduct
You can find our Code of Conduct here.