Coming soon, join the waitlist
Data Science and AI/ML
From Python and statistics to machine learning and GenAI apps.
- Level
- Beginner to Intermediate
- Duration
- To be announced
- Format
- Live online, instructor-led
- Timing
- To be announced
Course at a glance
Data Science and AI/ML is an upcoming live online course by D2X Technologies covering Python, statistics, machine learning, SageMaker and GenAI projects. Dates will be announced soon; the waitlist is open.
- Duration
- To be announced
- Mode
- Live online, instructor-led
- Timing
- To be announced
- Level
- Beginner to Intermediate
- Project
- Churn prediction
- Key tools
- Python, pandas, scikit-learn, Amazon SageMaker, LLMs, Vector search
- Next batch
- To be announced, join the waitlist
- Fee
- Shared on WhatsApp or the demo call
- Free demo
- Join the waitlist to hear first
About this course
A practical path into data science and AI. Clean and explore data, build and evaluate models, deploy on AWS and create simple GenAI applications on top of your own data.
Pythonpandasscikit-learnAmazon SageMakerLLMsVector search
Who this is for
- Graduates who want to start a career in data science
- Data engineers moving towards ML and AI work
- Developers who want to build GenAI features with real data
What you will be able to do
- Explore and clean data with Python and pandas
- Train and evaluate machine learning models
- Deploy a model on AWS
- Build a GenAI app that answers questions from your own documents
Syllabus
- 1
Python for data
- pandas and NumPy
- Visual exploration
- 2
Statistics that matter
- Distributions and sampling
- Testing ideas with data
- 3
Machine learning
- Regression and classification
- Model evaluation
- 4
ML on AWS
- SageMaker basics
- Serving predictions
- 5
GenAI applications
- LLM basics and prompting
- Retrieval over your own data
Projects you will build
Project 1
Churn prediction
Predict which customers may leave and explain why, from raw data to a deployed model.
Questions about this course
When does this batch start?
Dates will be announced soon. Join the waitlist to get the schedule first.
Other courses
Same data. Bigger opportunities.
Book the free live demo or WhatsApp us. We will suggest the right path for your background and goal.