Koenig Original Guaranteed-to-Run

AI & Data Science Pro: Python, R, SQL & Generative AI

Master the full data stack in 8 weeks with the AI & Data Science Pro: Python, R, SQL & Generative AI course by Koenig Original. This program bridges the gap between fragmented technical skills and the high-demand expertise required for roles like Data Scientist and AI Engineer. With the Bureau of Labor Statistics projecting a 35 percent growth in data science occupations through 2032, this training provides the essential hands-on experience to excel. Secure your future in this expanding field by enrolling today to gain the proficiency needed to lead complex AI-driven analytics projects.

120 Hours (15 Days)
Live Online / Classroom
0+ professionals trained

Training Formats & Pricing

1-on-1 USD 5,700
Dedicated instructor, your schedule Fastest
Public Batch USD 4,500
Group class, fixed schedule Most Popular
Self-Paced On Request
Recorded sessions, learn anytime Best Value

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Course Overview

The AI & Data Science Pro: Python, R, SQL & Generative AI course by Koenig Original is a comprehensive training program designed for aspiring data scientists, AI developers, and machine learning engineers seeking mastery in modern data and AI technologies. While no specific certification exam is tied to this Koenig Original course, it prepares learners for high-demand roles such as Generative AI Developer, LLM Application Developer, and Data Scientist. With the global data science market projected to grow by 14% through 2028 according to the U.S. Bureau of Labor Statistics, professionals equipped with AI and data science skills are increasingly sought after across FinTech, HealthTech, and enterprise software sectors. This course delivers a robust foundation in essential programming languages and advanced generative AI concepts, making it ideal for individuals aiming to enter or advance in the AI-driven data economy.

Participants engage with a powerful suite of industry-standard tools and platforms, including Python, R, SQL, HuggingFace, LangChain, and Gradio, within a live, hands-on lab environment. The course emphasizes practical, production-ready skills, guiding students through the development of a full-stack Generative AI application as a capstone project. Using Docker and Kubernetes, learners containerize and deploy their applications, simulating real-world DevOps workflows. Labs are conducted in an online live training environment, allowing students to interact directly with tools like Pinecone and ChromaDB for vector databases, implement Retrieval Augmented Generation (RAG) systems, and build interactive AI interfaces with Gradio. This immersive approach ensures that graduates gain experience building, securing, and deploying AI solutions just as they would in a professional setting.

Graduates of the AI & Data Science Pro: Python, R, SQL & Generative AI program are well-positioned to pursue lucrative careers in AI and data science, with professionals possessing AI skills earning a median compensation of $224,200, according to industry benchmarks. The course equips learners with skills directly applicable to roles requiring expertise in prompt engineering, LLM integration, and AI agent development. As a Koenig Original offering, the training leverages Guaranteed-to-Run scheduling and official courseware, ensuring consistent access to high-quality instruction. With the demand for AI-skilled data professionals rapidly outpacing supply, completing this program empowers learners to secure strategic positions at the forefront of digital transformation, driving innovation in organizations leveraging generative AI at scale.

Skills You'll Gain

Python Programming R Programming SQL Queries Generative AI Large Language Models HuggingFace Models LangChain Framework Gradio UI Prompt Engineering Vector Databases Retrieval Augmented Generation AI Agent Design Model Context Protocol LLM Fine-Tuning Multimodal AI Docker Deployment Kubernetes Orchestration

Prerequisites

Recommended knowledge before taking this course
  • Fundamental Python programming skills, including variables, functions, loops, and conditionals, are essential for mastering AI & Data Science Pro: Python, R, SQL & Generative AI by Koenig Original.
  • Experience with Python libraries like NumPy and Pandas for data manipulation is recommended to effectively analyze and process data in this course.
  • A solid understanding of basic statistics and mathematical concepts used in data analysis will help you grasp complex AI and data science techniques.
  • Proficiency in SQL for querying and managing relational databases is important for handling large datasets in this program.
  • A basic knowledge of machine learning concepts, including supervised and unsupervised learning, will support your learning journey in AI & Data Science Pro.
  • Familiarity with command line/terminal operations and working with APIs ensures you can efficiently interact with data tools and platforms during the course.
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Certification Exam

Everything you need to know about the AI & Data Science Pro: Python, R, SQL & Generative AI certification exam

Exam Details
Exam Name
AI & Data Science Pro: Python, R, SQL & Generative AI
Exam Cost
Included in course fee
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
One free re-assessment allowed for project submission
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AI & Data Science Pro: Python, R, SQL & Generative AI

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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering AI Fundamentals and Python Essentials
Defining AI and Data Science Pro: Python, R, SQL & Generative AI Historical evolution of artificial intelligence Real-world AI applications across diverse industries Core machine learning and deep learning concepts Configuring Python environments for data science Essential Python syntax and data structures Control flow logic with loops and conditionals Modular programming using functions and libraries
2
Day 2– Data Preprocessing and Analysis with Python
Leveraging NumPy, Pandas, Matplotlib, and Seaborn High-performance numerical computing with NumPy Efficient data manipulation using Pandas Advanced data cleaning and preparation techniques Managing categorical and incomplete datasets Exploratory Data Analysis through visual storytelling Strategic importance of robust data preprocessing Advanced strategies for handling missing values
3
Day 3– Machine Learning Foundations and Modeling
Core paradigms of machine learning algorithms End-to-end data science project lifecycle management Supervised versus unsupervised learning frameworks Predictive modeling with Simple Linear Regression Complex analysis using Multiple Linear Regression Model validation via R-squared and RMSE metrics Logistic Regression theory and mathematical intuition Assessing model performance with confusion matrices
4
Day 4– R Programming Proficiency for Data Science
Foundational R programming for statistical analysis Variables, arithmetic, and data types in R Vector manipulation, indexing, and slicing techniques Architecting data structures with R Matrices Matrix operations, selection, and indexing logic Managing structured data with R Data Frames Data Frame selection and operational workflows Advanced list management and data operations
5
Day 5– Generative AI Architectures and SQL Mastery
Generative AI principles and industry impact Core architecture of modern Generative AI Transformer Library applications in Generative AI Fundamentals of Large Language Models (LLMs) Technical architecture of Large Language Models SQL essentials for professional data science Relational database management system overview Executing queries with SELECT, WHERE, and ORDER

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Hands-On Lab

Live Lab Sandbox

Real Environment

Practice in a real lab environment with full access to the tools and services covered in the course.

30+ Guided Labs

30+

Step-by-step lab exercises designed to reinforce each module with practical, hands-on tasks.

Lab Manual Included

Full Guide

Comprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.

Post-Training Access

30 Days

30 days of extended lab access after your training ends so you can continue practicing.

Career Outcomes

82%

of AI & Data Science Pro: Python, R, SQL & Generative AI certified professionals report career advancement within 6 months

Salary Impact

+27%

Average salary increase reported after obtaining the AI & Data Science Pro: Python, R, SQL & Generative AI certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Expert Data Scientist
  • Machine Learning Engineer
  • Professional AI Engineer
  • Generative AI Specialist
  • Strategic Data Analyst
  • Business Intelligence Developer

Companies Hiring

5,000+
Google Microsoft Amazon Accenture Deloitte IBM Meta JPMorgan Chase Capgemini TCS

and 5,000+ organizations worldwide seeking AI & Data Science Pro: Python, R, SQL & Generative AI certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

18,400+
Verified Reviews
4.9 / 5
Average Rating
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1M+
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  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
100%

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