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Data Science & AI Advanced Full Course - From Zero to Pro

Data Science & AI Advanced Full Course - From Zero to Pro is a beginner-level online course from Udemy in Data Science. It is structured in 18 modules with 8 stated learning outcomes. It is free to enrol, and a certificate is available on completion. Learners rate it 4.5/5 from 812 ratings on Udemy, with 44.2K enrolled.

Part of our Data Science courses collection, where we compare it against 24 other courses.

★★★★★4.5(812 reviews) 44.2K learners English

Course highlights

Provider Udemy
Level Beginner
Mode Self-paced
Language English
Certificate Yes — shareable certificate
Rating 4.5★ (812 reviews)
Learners 44.2K
Price Free Free

What you’ll learn

Understand Data Science Workflow: Master the end-to-end data science lifecycle, from data collection to model deployment.
Data Collection Techniques: Learn to gather data from APIs, databases, and web scraping.
Data Preprocessing: Clean and preprocess raw data for analysis and modeling.
Exploratory Data Analysis (EDA): Uncover patterns and trends in datasets using visualization tools.
Feature Engineering: Create and optimize features to improve model performance.
Machine Learning Models: Build regression, classification, and clustering models using scikit-learn.
Deep Learning Techniques: Train neural networks with TensorFlow and PyTorch.
Model Deployment: Serve AI models using Flask, FastAPI, and Docker.

Level and time commitment

Udemy lists this course at Beginner level.
No prior experience in the subject is assumed — this is where the provider expects a newcomer to start.

Skills you’ll gain

Thing

What this course covers

18 modules

The 18-part outline Udemy publishes for this course.

Module 1 · Data Science Modules - Introduction and Brief Overview
Module 2 · Week 1: Python Programming Basics
Module 3 · Week 2: Data Science Essentials
Module 4 · Week 3: Mathematics for Machine Learning
Module 5 · Week 4: Probability and Statistics for Machine Learning
Module 6 · Week 5: Introduction to Machine Learning
Module 7 · Week 6: Feature Engineering and Model Evaluation
Module 8 · Week 7: Advanced Machine Learning Algorithms
Module 9 · Week 8: Model Tuning and Optimization
Module 10 · Week 9: Neural Networks and Deep Learning Fundamentals
Module 11 · Week 10: Convolutional Neural Networks (CNNs)
Module 12 · Week 11: Recurrent Neural Networks (RNNs) and Sequence Modeling
Module 13 · Week 12: Transformers and Attention Mechanisms
Module 14 · Week 13: Transfer Learning and Fine-Tuning
Module 15 · Machine Learning Algorithms and Implementations
Module 16 · Complete TensorFlow Tutorials
Module 17 · Complete PyTorch Tutorials
Module 18 · Hands-on Projects on Data Science in Python

What learners rate it

4.5
★★★★★
812 ratings

Rated 4.5/5 by 812 learners on Udemy (checked 25 Aug 2026).

This rating is collected by Udemy from its own enrolled learners. We reproduce it as reported and do not accept paid or incentivised reviews. See it on Udemy →

How this page is put together

Compiled by the 10courses editorial desk. Fees, ratings, duration and certificate details for the 1 course shown are read directly from Udemy course pages — we never estimate a price or a rating. Last verified 25 August 2026.

How we compare and rank courses · Our review policy · Affiliate disclosure

Compare with alternatives

Same topic, different trade-offs — here's who runs each one and what it's best at.

Course Provider Rating Price Duration Why pick this one
Data Science & AI Advanced Full Course - From Zero to Pro This Udemy 4.5★ Free Free — and still gives a certificate
Google Data Analytics Professional Certificate Coursera 4.8★ ₹3,999 6 months Highest rated (4.8★ from 181.6K reviews)
Deep Learning Specialization Coursera 4.8★ ₹4,299 3 months Quickest to finish (3 months)
Python for Data Science | Learn Python Online | Udacity Udacity 4.8★ Check price 3 months Beginner-friendly · 3 months
See all Data Science courses →

Where Data Science leads

Roles we map to Data Science on 10courses. This is our own mapping of subject to job, not a placement claim by Udemy.

Data Scientist

Browse every course we track for one of these — courses for data scientists.

Common questions

Is Data Science & AI Advanced Full Course - From Zero to Pro free?

Yes. Udemy lists it as free to enrol. A certificate is available on completion — providers often charge separately for the certificate even when the course itself is free, so check the fee on the provider page before you count on it.

Does Data Science & AI Advanced Full Course - From Zero to Pro come with a certificate?

Yes — Udemy lists a certificate on completion. It is a course certificate, not a formal qualification or university credit.

Is Data Science & AI Advanced Full Course - From Zero to Pro suitable for beginners?

Yes. Udemy lists it at Beginner level, so no prior experience in the subject is assumed.

What does Data Science & AI Advanced Full Course - From Zero to Pro cover?

It is organised into 18 modules, starting with Data Science Modules - Introduction and Brief Overview and going on to Week 1: Python Programming Basics, Week 2: Data Science Essentials, Week 3: Mathematics for Machine Learning, Week 4: Probability and Statistics for Machine Learning, among others. The full outline is on this page.