Data Scientist Bootcamp with AI

1.250,00 EUR

  • 240 hours
Blended Learning
Live Virtual Classroom
eLearning

This data science bootcamp is a comprehensive online training program designed to help aspiring professionals build job-ready skills in Data Science, Machine Learning, Generative AI, and analytics. The course combines live instructor-led sessions, hands-on labs, real-world projects, and capstone assignments to provide practical exposure to modern data science workflows.

Key Features

Course and material in English

Beginner - Advanced level for aspiring professional

11 months long live online bootcamp and eLearning (self-paced)

200+ hours live instructor-led class

23 hours eLearning video content

1 year access to eLearning & class recordings

240 hours study time recommendation

Integrated labs for hands-on learning experience

12+ real-world industry projects

Bonus Microsoft courses

Certification for each courses and Bootcamp certification upon completion

Learning Outcomes

At the end of this Data Scientist Bootcamp, you will be able to:

GenAI

Understand Generative AI concepts including neural networks, GANs, and transformers

Data

Learn data structures, data manipulation, and preprocessing techniques

Machine Learning

Build supervised and unsupervised machine learning models

SQL

Apply regression, classification, clustering, and dimensionality reduction methods

PowerBI

Visualize data and create interactive dashboards using Power BI

Deep Learning

Develop expertise in Deep Learning, MLOps, Azure ML, and Fabric ML

Prompt Engineer

Explore prompt engineering, LLMs, RAG, conversational AI, and chatbots

NumPy & Scikit

Use NumPy and Scikit-learn for mathematical and analytical computing

Keras & TensorFlow

Build and optimize deep learning models with Keras and TensorFlow

Projects

Learn Python, SQL, statistics, machine learning, and applied data science through practical projects

Learning Path

  1. Python Refresher (with AI)

    Course 1

  2. SQL Certification Course

    Course 2

  3. Advanced Statistics

    Course 3

  4. Applied Data Science with Python

    Course 4

  5. Machine Learning using Python

    Course 5

  6. Deep Neural Networks (TensorFlow, Keras, Pytorch)

    Course 6

  7. Data Scientist Capstone

    Course 7

  8. Master in Generative AI

    Elective 1

  9. Machine Learning for AI in Microsoft Fabric

    Elective 2

  10. Applied ML Ops

    Elective 3

  11. End-to-End MLOps With Azure Machine Learning

    Elective 4

  12. Microsoft Power BI With AI Assistance

    Elective 5

  13. Projects

Learning Path

Tools Covered

  • Python
  • Scikit Learn
  • PowerBI
  • Numpy
  • PyTorch
  • Pandas
  • Seaborn
  • SciPy
  • MySQL
  • Matplotlib
  • TensorFlow
  • Keras

Skills Covered

  • SQL and Database Management
  • Core Python Programming
  • Data Analysis and Data Manipulation
  • Exploratory Data Analysis (EDA)
  • Descriptive and Inferential Statistics
  • Explainable AI and Conversational AI
  • Large Language Models (LLMs)
  • Model Development and Fine-Tuning
  • Ensemble Learning Techniques
  • Data Visualization
  • Deep Learning Frameworks
  • Supervised and Unsupervised Learning
  • Generative AI and LLM Applications
  • MLOps and AI Deployment Practices
  • Applied Data Science Concepts
data scientist Bootcamp

Who Should Enroll in this Program?

Aspiring Data Scientists and AI professionals

Software Developers transitioning into Data Science

Business Analysts and Data Analysts

IT professionals looking to upskill in AI and Machine Learning

Professionals working with data who want advanced analytical skills

Fresh graduates seeking a career in Data Science

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Prerequisites

There are no strict prerequisites for joining this course. However, the following knowledge can be beneficial:

  • Basic understanding of mathematics and statistics
  • Familiarity with programming concepts
  • Interest in analytics, AI, or Machine Learning
  • Prior exposure to Excel or databases is helpful but not mandatory
  • The course includes foundational modules such as Python refresher and SQL basics, making it beginner-friendly.

Statements

Licensing and accreditation

Data Scientist Bootcamp is offered according to Partner Program Agreement and complies with the License Agreement requirements.

Equity Policy

AVC does not provide accommodations due to a disability or medical condition of any students. Candidates are encouraged to reach out to AVC for guidance and support throughout the accommodation process.

Frequently Asked Questions

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