IT & TechAdvanced Track

Full-Stack Data Scientist

End-to-End ML Engineering in 24 Weeks

Go beyond analysis — build, deploy, and maintain production ML systems. Covers data engineering, model development, MLOps, and full-stack web deployment of AI products.

4.9(198 reviews)620 enrolled24 weeksCertificate included

Instructor: Nadia Torres

$2,299$2,79918% OFF

One-time payment · Lifetime access

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184+ hours of HD video content
Cloud compute credits (AWS/GCP)
Private GitHub repos with starter code
Live weekly office hours
1-year access to all materials
RIDA Infoways Certificate of Completion
Portfolio project review by hiring managers
30-day money-back guarantee

What You'll Achieve

Build end-to-end data pipelines with Airflow and Spark

Develop and evaluate ML models for production use cases

Serve models as scalable REST APIs with FastAPI

Build React dashboards for data products

Containerize and deploy with Docker and Kubernetes

Implement CI/CD pipelines for ML systems

About This Program

The Full-Stack Data Scientist program bridges the gap between data science and software engineering. You'll learn to build complete AI-powered applications from raw data pipelines to deployed web products — skills that command 30–50% higher salaries than pure analyst roles. Weeks 1–8 cover data engineering: SQL, Spark, Airflow pipelines, and data warehousing with Snowflake. Weeks 9–16 go deep on ML: classical models, deep learning, NLP, and model evaluation. Weeks 17–24 focus on MLOps and full-stack deployment: FastAPI model serving, React dashboards, Docker/Kubernetes, and CI/CD pipelines. You'll graduate with a deployed AI SaaS product in your portfolio, ready for senior data science, ML engineering, or AI product roles.

Courses Included (6)

1

Data Engineering & Pipelines

36h · 64 lessons

2

Advanced Machine Learning

40h · 72 lessons

3

Deep Learning & NLP

34h · 60 lessons

4

MLOps & Model Serving

30h · 54 lessons

5

Full-Stack AI Product Development

28h · 48 lessons

6

Capstone: Deploy Your AI Product

16h · 24 lessons

Your Instructor

NT

Nadia Torres

Lead Instructor

4.9 Instructor Rating 620 Students 6 Courses
$2,299$2,799
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