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Certified AI Developer

AI Developer Launchpad

Track Goal

Build a solid technical foundation in Python, machine learning, and applied AI to launch a career in data science or AI.

Ideal For

College students, career switchers, and junior developers.

5–6 months

Duration

Classes

Certificate

Upon Completion

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Class Curriculum

Python Programming for AI

2 topics🎯 Project-Based

What you'll learn:

Variables, loops, data structures, functions

Essential libraries: NumPy, Pandas, and Matplotlib

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Project:

Analyze and visualize a real-world dataset (e.g., public health or sales data).

Mathematics & Statistics for AI

2 topics🎯 Project-Based

What you'll learn:

Core concepts: Linear algebra, probability, and statistics

Optimization basics: Gradient descent and cost functions

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Project:

Build and visualize a simple linear regression model from scratch.

Data Analysis & Visualization

2 topics🎯 Project-Based

What you'll learn:

Data cleaning, feature engineering, and Exploratory Data Analysis (EDA)

Data storytelling with Seaborn and Plotly

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Project:

Perform a comprehensive EDA on a public dataset (e.g., IMDB reviews, housing prices).

Machine Learning Foundations

3 topics🎯 Project-Based

What you'll learn:

Supervised (Regression, Classification) and Unsupervised (Clustering) learning

Model training, testing, and evaluation metrics

Implementing models with Scikit-learn

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Project:

Build a predictive model (e.g., predict housing prices or customer churn).

Introduction to Deep Learning

3 topics🎯 Project-Based

What you'll learn:

Neural network architecture and intuition

Basics of CNNs (for images) and RNNs (for text)

Implementation with PyTorch or TensorFlow

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Project:

Build a handwritten digit recognizer (MNIST) or a basic sentiment analyzer.

Building Your AI Career

3 topics📋 Outcome-Based

What you'll learn:

Using Git & GitHub to build a portfolio

Crafting an AI-focused resume and LinkedIn profile

Technical interview preparation and mock interviews

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Outcome:

Emerge with a job-ready profile featuring 3+ major projects.

Start Your Journey Today

Join this track and earn your Certified AI Developer certification

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