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AI+ Data

Master AI-driven data analysis and earn your AI+ Data certification to bridge the critical skills gap in modern data science. This course empowers professionals to transform complex datasets into actionable insights using machine learning and generative AI. You will gain the expertise needed to excel in high-demand roles through our industry-recognized methodology. The AI+ Data curriculum by AI CERTs provides official vendor-authorized courseware and 30-day lab access. Learners master real-world projects like employee attrition prediction to prepare for the official AI+ Data certification exam. This rigorous training ensures you achieve the professional credentials necessary for career advancement.

40 Hours (5 Days)
Live Online / Classroom
0+ professionals trained

Training Formats & Pricing

1-on-1 USD 2,400
Dedicated instructor, your schedule Fastest
Public Batch USD 1,950
Group class, fixed schedule Most Popular

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Course Overview

The AI+ Data course by AI CERTs is designed to prepare professionals for the AI+ Data Practitioner™ certification (AT-120), equipping them with essential skills in data science, artificial intelligence, and predictive analytics. This program is ideal for aspiring AI Data Scientists, AI Machine Learning Engineers, and AI Data Analysts seeking to build expertise in data-driven decision-making and machine learning. With the global AI data science market projected to grow at a CAGR of 37.4% through 2030, demand for certified professionals is surging across industries such as finance, healthcare, and e-commerce. The curriculum covers foundational statistics, programming for data science, exploratory data analysis, and advanced machine learning, ensuring learners gain both theoretical knowledge and practical capabilities to thrive in a data-centric workforce.

Students engage with cutting-edge tools including Google Colab, KNIME, Alteryx, MLflow, and H2O.ai in hands-on lab environments that simulate real-world data workflows. Through interactive labs and guided projects, participants build and deploy machine learning models, perform data wrangling, and track experiments using MLOps practices. A key component of the AI+ Data training is the capstone project—Employee Attrition Prediction—where learners execute an end-to-end analytics workflow, from data collection and preprocessing to model evaluation and data storytelling. These labs are conducted in cloud-based platforms, enabling collaborative, reproducible experimentation while reinforcing skills in automation, visualization, and ethical AI practices critical for modern data roles.

This course directly prepares candidates for the AI+ Data Practitioner™ certification, a globally recognized credential validating proficiency in AI-powered data analysis and machine learning. Certified professionals see measurable career benefits, including a median starting salary of $95,000—32% higher than non-certified peers—and faster job placement within 2.1 months on average. Koenig Solutions enhances this journey with Guaranteed-to-Run batches, official AI CERTs courseware, and expert-led training that ensures comprehensive exam readiness. Graduates emerge not only certified but also portfolio-ready, equipped to drive data strategy, influence business decisions, and advance into high-impact roles in AI and data science.

What You'll Learn

Analyze complex data sources and cloud storage architectures using SQL and NoSQL database technologies for AI+ Data projects
Implement advanced data wrangling and preprocessing pipelines using Python, Pandas, and NumPy to prepare high-quality datasets
Conduct exploratory data analysis using Matplotlib and Seaborn visualization libraries to uncover actionable statistical insights
Deploy and monitor machine learning models using Scikit-Learn and MLflow to ensure scalable and reliable AI solutions
Apply generative AI tools and Large Language Model APIs to automate data synthesis and enhance data-driven decision making
Design data storytelling presentations using Tableau and Power BI to communicate analytical findings to technical and non-technical stakeholders

Prerequisites

Recommended knowledge before taking this course
  • Foundational knowledge of computer science principles including algorithms and data structures
  • Minimum of 6 months of experience in data analysis or related technical fields
  • Proficiency in Python 3.x with practical experience using pandas and NumPy libraries
  • Working knowledge of R for statistical computing and data visualization tasks
  • Understanding of statistical concepts including probability distributions and hypothesis testing
  • Experience managing structured and unstructured data types and sources
  • Fundamental understanding of supervised and unsupervised machine learning concepts
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Certification Exam

Everything you need to know about the AT-120 certification exam

Exam Details
Exam Name
AT-120
Exam Cost
$495
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
One free retake is included; subsequent attempts require payment. Candidates must wait 7 days before scheduling a retake.
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AI+ Data

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Course Curriculum

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

1
Day 1– Master AI+ Data Science and Statistics
Core Data Science Fundamentals Data Science Lifecycle Management Real-world Data Science Applications Essential Statistical Concepts Applied Probability Theory Statistical Inference Methods Categorizing Data Types Reliable Data Sources
2
Day 2– Programming and Data Storage Essentials
Python for Data Science R for Data Science Modern Data Storage Technologies Advanced Data Imputation Techniques Effective Outlier Handling Streamlined Data Transformation Google Colab Notebook Workflows MLflow Experiment Tracking
3
Day 3– Exploratory Data Analysis and Generative AI
Exploratory Data Analysis Basics Advanced Data Visualization Techniques Comprehensive Dataset Profiling Summarizing Statistical Distributions Generative AI Tool Integration Generative AI Business Applications KNIME Visual Workflow Design Alteryx Pipeline Acceleration
4
Day 4– Machine Learning and Advanced Techniques
Supervised Learning Algorithm Deployment Unsupervised Learning Frameworks Clustering Algorithm Implementation Association Rule Learning Models Ensemble Learning Methodologies Dimensionality Reduction Strategies Advanced Model Optimization Standard Model Evaluation Metrics
5
Day 5– Data-Driven Decision Making and Capstone
Data-Driven Decision Frameworks Open Source Decision Tools Sales Data Insight Extraction Strategic Data Storytelling Business Use Case Identification Compelling Narrative Crafting High-Impact Data Visualization Capstone: Employee Attrition Prediction

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

78%

of AT-120 certified professionals report career advancement within 6 months

Salary Impact

+22%

Average salary increase reported after obtaining the AT-120 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
  • Strategic Data Analyst
  • Certified AI Consultant
  • Senior Data Engineer
  • AI Data Specialist

Companies Hiring

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

and 5,000+ organizations worldwide seeking AT-120 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
95%
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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.”

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    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
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    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

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    “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

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

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    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
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    “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.

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    “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.

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    Security Analyst

    SC-300 Certified ✓ Verified
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    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

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    AI Engineer

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    “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

Frequently Asked Questions

Everything you need to know about the AT-120 training course

Is the certification exam included in the AI+ Data (AT-120) course by AI CERTs, and what is the exam fee if separate?
The official exam is included with your AI+ Data (AT-120) enrollment from AI CERTs. No extra fees apply. This 50-question online proctored exam is provided at no additional cost when you choose instructor-led or self-paced training through authorized partners like Koenig.
What delivery modes does Koenig offer for AI+ Data (AT-120) by AI CERTs, including Guaranteed-to-Run?
Koenig offers AI+ Data (AT-120) via live online 1-on-1, classroom, and self-paced formats with Guaranteed-to-Run scheduling. Instructor-led sessions span 5 days, while self-paced learning provides 40 hours of expert content with flexible start dates to fit your professional schedule.
How long is lab access provided for AI+ Data (AT-120), and what environment is used?
Koenig provides 30-day cloud sandbox lab access for the AI+ Data (AT-120) course. The environment includes vendor-hosted online labs, practical projects, and case studies fully accessible via browser on tablets or phones throughout your entire 30-day subscription period.
What is Koenig's rescheduling and cancellation policy for AI+ Data (AT-120) training?
Koenig offers flexible rescheduling for AI+ Data (AT-120) with no additional fees for date changes. Cancellations adhere to standard terms; you are eligible for a full refund if requested before the course start date, provided you give 30 days' advance notice.
What is the exam format, number of questions, passing score, and time limit for AI+ Data (AT-120)?
The AI+ Data (AT-120) exam consists of 50 multiple-choice and multiple-response questions. You must achieve a 70% passing score (35/50) within the 90-minute time limit. This online proctored exam includes one free retake as part of your program.
How long is the AI+ Data (AT-120) certification valid, and what is the renewal process and cost?
Your AI+ Data (AT-120) certification remains valid for one year. Renewal requires purchasing recertification, typically costing $95 for unlimited attempts. You must complete updated course content and pass the assessment within a 6-month grace period to maintain your active status.
What post-training support does Koenig provide after completing AI+ Data (AT-120)?
Koenig provides expert AI mentor access, community resources, and exam retake options following your AI+ Data (AT-120) training. Learners receive one free exam retake, continuous access to updated course materials, and official digital badge verification to showcase their new skills.
What prerequisites or experience are needed for AI+ Data (AT-120) by AI CERTs?
AI+ Data (AT-120) recommends foundational computer science and statistics knowledge, plus familiarity with Python or R. No mandatory professional experience is required, making this course ideal for aspiring data analysts and those with a strong interest in AI and machine learning.
What career roles and impact does AI+ Data (AT-120) certification offer with real figures?
AI+ Data (AT-120) prepares you for roles as an AI Data Scientist, ML Engineer, or AI Data Analyst. With the global AI data science market projected to grow at a 37.4% CAGR through 2030, this certification significantly boosts your employability in high-demand, data-driven positions.
How does AI+ Data (AT-120) compare with self-study for certification success?
AI+ Data (AT-120) offers structured 5-day instructor-led or 40-hour self-paced training with labs and mentorship, unlike unstructured self-study. This guided approach ensures higher pass rates through official exam alignment, hands-on projects, and expert support that accelerates your mastery of AI concepts.
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