Join us at Google Developer Groups (On Campus) – Gauhati University for the launch of our AI/ML Bridge Course, a 1-month program specifically crafted for beginners eager to dive into Artificial Intelligence and Machine Learning. This course is ideal for those with little to no coding experience, aiming to build a solid foundation in AI/ML by learning Python basics, key data science libraries, and core Machine Learning principles through approachable hands-on exercises.
The kickoff event will introduce you to the curriculum, provide insights into our hybrid learning format combining online materials with offline interactive sessions, and connect you with peers and mentors who will guide you on this exciting path. Our AI/ML Lead and the team will be present to unveil the roadmap, discussing topics to be covered and the structure of the sessions. Don't miss this opportunity to embark on your AI/ML journey with us! Reserve your spot today and be a part of this transformative learning experience.

Syllabus for the course:

Week 1: Foundations

• What AI and ML mean

• Types of learning (supervised, unsupervised, reinforcement)

• Basic math refresher: linear algebra, probability, functions

• Python basics for ML (NumPy, Pandas, Matplotlib)

Week 2: Core Machine Learning

• Data preprocessing

• Classification and regression

• Common algorithms: Linear Regression, Logistic Regression, KNN, Decision Trees

• Hands-on: build a simple classifier

Week 3: Neural Networks & Deep Learning

• What a neural network is

• Activation functions, loss, training

• Intro to TensorFlow/PyTorch

• Hands-on: a small image or text model

Week 4: Applications & Final Project

• Intro to NLP and computer vision

• Model evaluation, overfitting basics

• Deploying simple models (local or cloud)

• Final mini-project: pick any dataset and build a working model