Python for AI
Python, NumPy, pandas and data preparation.
Training · AI & Machine Learning
AI and machine learning training
Learn Python, machine learning and generative AI through practical exercises and a real-world project.
What the course covers
Each area combines instruction with practice so you can apply what you learn right away.
Machine learning
Regression, classification, clustering and model evaluation.
Generative AI
Prompting, LLM APIs and retrieval-augmented generation.
Deployment
Packaging and serving models as applications.
Program details
What to expect
- Format
- Live online, weekday evenings or weekends
- Duration
- 10 weeks
- Class size
- Small cohorts for personal attention
- Outcome
- Certificate of completion and project portfolio
Curriculum
Module-by-module syllabus
A typical cohort covers the modules below in order. Instructors adjust pace and depth to the group.
Python foundations
Syntax, functions, NumPy and pandas.
Data preparation
Cleaning, feature engineering and visualization.
Supervised learning
Regression, classification and model evaluation.
Unsupervised learning
Clustering, dimensionality reduction and anomaly detection.
Deep learning
Neural networks with PyTorch or TensorFlow.
Generative AI and RAG
LLM APIs, prompting, embeddings and vector search.
Tools and technologies
What you will work with
PythonJupyterpandasscikit-learnPyTorchTensorFlowLangChainOpenAI / Azure OpenAIVector databasesFastAPI
Program structure
Learn it, practice it, prove it
- Step 1
Core concepts
Instructor-led sessions build a solid understanding of the fundamentals.
- Step 2
Guided labs
Build and tune models on real datasets.
- Step 3
Capstone project
Create an AI assistant or prediction app from start to finish.
- Step 4
Career support
Resume review, mock interviews and introductions through our staffing network.
Career outcomes
Roles this program prepares you for
Machine Learning EngineerAI EngineerData ScientistGenAI Developer
Prerequisites
Before you start
Basic programming experience (any language) and comfort with high-school math.
Who should enroll
Programs for every starting point
Working professionals
Add an in-demand skill to grow in your current role or prepare for the next one.
Corporate teams
Train your staff together on the platforms your projects already rely on.
Career changers and graduates
Start with the basics and build confidence through guided, practical exercises.
Ready to move your next project forward?
Tell us what you're working on. We'll respond within one business day with next steps.
Contact usinfo@primeprosperatech.com