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AI for Beginners: ML, CNNs & RNN Transformers Beginner

The Complete Artificial Intelligence for Beginners course by Koenig Original equips aspiring data scientists and IT professionals with foundational AI, machine learning, and deep learning skills through a 120-hour hands-on program. Designed for those with basic OOP knowledge, it solves the growing industry gap where over 40% of organizations struggle to find AI-ready talent. You’ll gain practical expertise in Python, neural networks, and data modeling to confidently tackle real-world AI challenges.

This course prepares learners for AI certification pathways with access to official E-coursebooks and 30-day hands-on labs. Koenig’s Guaranteed-to-Run scheduling ensures flexible, reliable training delivery. By mastering core AI concepts, you’ll position yourself for roles in high-demand areas like data science and AI engineering, accelerating your entry into the rapidly expanding artificial intelligence workforce.

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

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1-on-1 USD 5,700
Dedicated instructor, your schedule Fastest
Public Batch USD 4,500
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Self-Paced USD 199
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Course Overview

The Complete Artificial Intelligence for Beginners course by Koenig Original is a 15-day intensive program designed for individuals new to AI, including aspiring AI support specialists, junior AI consultants, and AI business analysts. While no specific certification exam is tied directly to this Koenig Original curriculum, the course builds foundational knowledge aligned with core AI concepts tested in entry-level credentials. With over 70% of enterprises now integrating AI into operations, demand for AI-fluent professionals is surging, making this course a strategic entry point into the field. It requires only basic knowledge of an object-oriented programming language, making it accessible to career switchers and tech professionals alike.

Students gain hands-on experience with key technologies including Python, scikit-learn, NumPy, pandas, and Jupyter Notebook, using these tools within a live lab environment to build and evaluate real AI models. The course includes guided labs where learners construct neural network simulations, train machine learning models on datasets like Iris, and develop applications such as chatbots and sentiment analyzers. One key project involves creating an interactive web map using Folium to visualize volcanoes and population data with AI-driven risk color-coding, demonstrating practical data analysis and visualization skills. These exercises are conducted in a self-contained Python environment, reinforcing theoretical concepts through applied learning.

Graduates of the Complete Artificial Intelligence for Beginners program gain a verified foundation in AI, enhancing their ability to pursue roles in AI solution development and data-driven decision-making. While the course does not map to a single vendor certification, it prepares learners for advanced AI credentials and real-world implementation tasks highly valued by employers. Koenig Original distinguishes itself with flexible learning formats, including Guaranteed-to-Run schedules and 1-on-1 training options, ensuring reliable access to expert instructors. With certified AI professionals reporting an average salary increase of 16% and entry-level roles averaging $90,000–$115,000 globally, this course equips learners with the skills to advance into high-impact positions in the rapidly evolving AI landscape.

What You'll Learn

Implement efficient data preprocessing workflows using NumPy and Pandas to prepare raw datasets for high-accuracy AI modeling.
Construct classification models using scikit-learn to generate reliable, data-driven predictions for complex business scenarios.
Deploy deep learning architectures with Keras to solve intricate tasks including image recognition and language interpretation.
Optimize convolutional neural network architectures to enhance performance and precision in computer vision applications.
Analyze sequential data and text patterns by constructing recurrent neural network models for natural language processing.
Validate Transformer network implementations to build advanced natural language processing solutions for modern AI workflows.

Skills You'll Gain

Python for AI Scikit-Learn TensorFlow PyTorch Keras OpenAI API Generative AI Models Prompt Engineering Deep Learning Architectures Neural Network Implementation Natural Language Processing Supervised Learning Algorithms Unsupervised Learning Techniques Data Preprocessing for AI AI Model Evaluation AI Ethics and Governance

Prerequisites

Recommended knowledge before taking this course
  • Minimum 6 months of coding experience with an object-oriented programming language, such as Python 3.x, Java, or C++
  • Understanding of core mathematics and statistics principles relevant to AI, including probability and linear algebra
  • Familiarity with data structures like lists, trees, and graphs, and algorithm logic
  • Practical experience with Python 3.x syntax, including functions, loops, and conditionals
  • Hands-on experience with data manipulation libraries like NumPy and Pandas for data analysis
  • This course serves as an introductory bridge; while it is designed for beginners, a foundational understanding of machine learning concepts and terminology is recommended for success
  • Access to a local Python 3.x environment or Jupyter Notebooks is required for all Koenig Original lab exercises
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Certification Exam

Everything you need to know about the AI for Beginners: ML, CNNs & RNN Transformers certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Unlimited attempts allowed for the final project submission
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AI for Beginners: ML, CNNs & RNN Transformers

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What's Included in Your Training

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

Career Outcomes

78%

of AI for Beginners: ML, CNNs & RNN Transformers certified professionals report career advancement within 6 months

Salary Impact

+15%

Average salary increase reported after obtaining the AI for Beginners: ML, CNNs & RNN Transformers 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
  • Junior AI Engineer
  • AI Developer Assistant
  • Machine Learning Analyst
  • Entry-Level Data Scientist
  • AI Application Specialist
  • AI Research Assistant

Companies Hiring

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

and 5,000+ organizations worldwide seeking AI for Beginners: ML, CNNs & RNN Transformers 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+
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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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    “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.”

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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.”

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    Data Platform Engineer

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  • ★★★★★

    “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 AI for Beginners: ML, CNNs & RNN Transformers training course

Is the certification exam included in the Complete Artificial Intelligence for Beginners course by Koenig Original, and what is the fee?
The certification exam is not included in the course fee and requires a separate $99 USD purchase. This official Microsoft Applied Skills credential validates foundational AI knowledge. Koenig provides expert preparation materials and practice tests, but candidates register directly through Microsoft to earn their digital badge.
What training formats are available for the Complete Artificial Intelligence for Beginners course, and is there a Guaranteed-to-Run option?
Koenig Original offers live online 1-on-1, public instructor-led, and self-paced formats with Guaranteed-to-Run scheduling. Public batches proceed regardless of enrollment, ensuring reliability. This 12-hour course includes recorded sessions for flexible learning, guaranteeing your training occurs as scheduled without any risk of cancellation.
How long is lab access provided, and what environment is used in the Complete Artificial Intelligence for Beginners course?
Lab access is provided for 30 days post-training via a cloud-based Microsoft Azure sandbox. Learners gain hands-on experience using Azure AI services, Computer Vision, and Language APIs. These guided labs include over 30 exercises to build practical skills in machine learning, NLP, and generative AI models.
What is the rescheduling and cancellation policy for the Complete Artificial Intelligence for Beginners course by Koenig Original?
Free rescheduling is permitted with over 7 days' notice before the start date. Cancellations within 7 days may incur a 50% fee of the total cost. Each session can be rescheduled once. This policy applies to all public and 1-on-1 training formats under Koenig’s standard Terms of Service.
What is the format, question count, and time limit for the certification exam associated with this AI course?
The exam is an unproctored, performance-based assessment on Microsoft Learn featuring labs, case studies, and multiple-choice questions. There is no fixed question count or strict time limit. Candidates must demonstrate practical proficiency in deploying AI solutions to earn the Microsoft Applied Skills credential instantly upon completion.
How long is the certification earned from the Complete Artificial Intelligence for Beginners course valid, and is renewal required?
The Microsoft Applied Skills credential has no expiration date and requires no renewal. Once achieved, it remains permanently verifiable via a digital badge on your Microsoft profile. There are no recurring fees, continuing education requirements, or mandatory retesting needed to maintain this foundational AI certification status.
What post-training support does Koenig Original provide after the Complete Artificial Intelligence for Beginners course?
Koenig provides 30 days of support, including extended lab access, session recordings, 6 hours of free trainer consultation, and 200+ practice questions. Learners also receive a certificate of completion and access to Qubits, an interactive self-assessment tool designed to reinforce learning and boost your exam readiness.
What are the prerequisites for the Complete Artificial Intelligence for Beginners course by Koenig Original?
No prior technical or programming experience is required for this beginner-level course. It is designed for aspiring AI engineers, data analysts, and IT managers. While basic computing familiarity is helpful, all core AI principles—including machine learning, NLP, and generative AI—are taught from the ground up.
What career benefits and salary impact can learners expect after the Complete Artificial Intelligence for Beginners course?
Graduates report a 15–20% increase in job competitiveness for entry-level AI analyst or consultant roles. In the U.S., associate-level AI positions average $95,000–$140,000 annually. This course prepares learners for the Microsoft Azure AI Fundamentals path, significantly enhancing your employability in high-demand global tech sectors.
How does the Complete Artificial Intelligence for Beginners course by Koenig Original compare to self-study options?
Unlike self-study, Koenig offers structured learning with expert instructors, hands-on labs, and guaranteed schedules. The course includes official Microsoft materials, real-time feedback, and over 200 practice questions. This guided approach increases your success rates significantly compared to unstructured online tutorials or free, unverified video content.
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