Practical AI-Based Analog/Digital Circuit Design Automation - Industry-Level LDO/AXI-Lite IP Design and Verification

Name: Practical AI-Based Analog/Digital Circuit Design Automation - Industry-Level LDO/AXI-Lite IP Design and Verification
Price: 297000 KRW
Rating: 5 (3 reviews)

This is a practical course on 'AI-based Circuit Design/Verification Automation' as required by professionals at Samsung Electronics and SK Hynix. Master the skills for LDO IP design and verification automation based on TSMC 180nm PDK, AI-based AXI-Lite RTL implementation, and Python/TCL/Batch script regression automation.

(5.0) 3 reviews

55 learners

Level Intermediate

Course period Unlimited

samcoach

Python

system-verilog

uvm

batch-script

rtl

Python

system-verilog

uvm

batch-script

rtl

Reviews from Early Learners

5.0

2023111762

30% enrolled

I became interested in digital design/verification automation and ended up taking this course by Coach Sam while looking for related classes. I haven't finished all the lectures yet because I've been focusing primarily on the digital sections first, but it has been incredibly helpful. The course explains in detail how to design and verify using AI, and what kind of prompts to input to obtain code that can actually be used in practice. Since the lectures cover how to utilize AI not only for digital but also for analog and hardware-related fields, I highly recommend this course even to those who haven't decided on a specific career path yet.

5.0

최기범

30% enrolled

It covers HW, analog, and digital content, allowing for a truly diverse learning experience. Since it includes various hands-on exercises, it's great to be able to follow along with parts that were difficult to understand just by watching the videos.

5.0

sunny75

100% enrolled

===== 26/02/08/Sun 14:17 ===== I learned a lot from this lecture as well. Test/analysis automation has given me a lot to think about. Although I don't work in the semiconductor industry, listening to Coach Sam's lecture helped me understand a great deal. Thank you very much for creating such a great lecture.

What you will gain after the course

TSMC 180nm PDK-based LDO IP Design and Verification Automation System - Methods for Unattended Overnight Execution of Hundreds of Test Cases via Python/Batch Scripts and Automated PSRR/Dropout/Transient Sign-off Report Generation
Capabilities in Automated AXI-Lite SoC Protocol RTL Generation and UVM/SVA Verification using ChatGPT – Converting FSM Specs to SystemVerilog via AI Prompt Engineering and Automating Protocol Violation Detection
Ability to build an integrated Regression Test automation infrastructure using Python/TCL/DO scripts - A workflow that enables one-click execution from Synthesis to STA and Power Analysis, reducing a 3-day task to 30 seconds.
Automated verification system for 62,500 PVT Corner combinations and Statistical Yield prediction - TT/FF/SS/FS/SF Corners + 1,000 Monte Carlo simulations, 6-Sigma design strategy, and Cpk analysis capabilities
Samsung Electronics/SK Hynix Target GitHub Portfolio + Winning Resume + Interview Answer Completion - Practical Answer Set for Setup/Hold Time, Timing Closure, and Coverage-driven Verification

Design automation, Python, Perl, C++, Shell, TCL, SVA, PVT, Corner, regression, UVM…
The terms sound impressive, but in reality, you feel more like “I haven't done all of that... it's more like I've done a bit of a mix of them.”

'At University/Lab'

I have done quite a bit of SPICE, Verilog, and FPGA practice, but
I have almost no experience in directly designing conditions using AI, running them automatically, and collecting and judging results through code.

Once you join a company

You will mainly be assigned tasks based on the netlists, scripts, and flows created by seniors, such as
"Add one more corner here and run it,"
or "Change only the seed and run it again."
Then, at some point,
"Am I a circuit designer, or just a monkey running simulations?" you begin to wonder.

Notes before taking the course

Practice Environment

Operating System: Windows 10/11 (64-bit)
Required Software: LTSpice, Quartus Prime Lite, KiCAD
Recommended Specifications: 8GB RAM or more, 50GB or more SSD storage, Intel i5 / AMD Ryzen 5 CPU or higher

Prerequisites and Important Notes

Basic knowledge of Python, Verilog HDL, UVM, and Shell Script (Batch/Tcl) is required.
It will be even more effective if you have a basic understanding of semiconductor circuit design.
Curiosity and a willingness to learn about AI-based automation are important.

Learning Materials

Lecture slide PDF (Summary of key contents)
PDK and library files used for practice
Example automation script code written by the instructor himself

It covers Python, SystemVerilog, UVM, batch scripts, RTL, and more.

Please join the open KakaoTalk group for announcements! (Entry code: 0459)
➡https://open.kakao.com/o/gm1KFaCg
Please join the Naver Cafe to receive the student materials!

➡https://cafe.naver.com/samcoach
Through live classes held every month, we provide assignment feedback and counseling for your concerns!

➡ Schedules and live class details are announced every month via the Naver Cafe (Replays provided!)
We provide various information and events for your job search!
➡ Cafe level-up + continuous updates + accessible even after completion.

Former Samsung Electronics DS Division / 5th-year Chip Circuit Design Engineer
- Analog IP / Digital Scenario Design
- Class A patent application filing
Technical support for global foreign company engineers
Former) Startup Hardware Accelerator / MCU Firmware Design
Former) Major home appliance corporation / All-in-one water purifier production technology
Former) Mid-sized medical device company / PCB HW, CIS, DDI ASIC design

🧭 Mentor Activities

Author of the Circuit Design part of 'The Semiconductor Job Bible: Insights from Current Professionals by Role'
'Korea Semiconductor Industry Association SEMI-MOOC' Circuit Design Core Theory and Simulation Instructor
Circuit Design Job Mentor at ‘LetUin (No. 1 in STEM Employment) & Career Community Comento’
Conducted circuit design job boot camps and special lectures at over 10 universities, including Yonsei University, Hanyang University, and Konkuk University.

Over 200 sessions of resume, cover letter, and interview consulting for circuit design roles
'K-Digital Basic Competency Training' Instructor (Stop with the difficult circuit formulas; semiconductor circuit (chip) design done with your eyes)
Operating the YouTube channel 'Coach Sam, the Pathfinder for Circuit Design Careers'

I'll see you in the lecture! 🖐🏻

The fact that you are reading this right now proves that you are more than qualified to take on the challenge of a circuit design career. My role is to help passionate individuals like you ensure that your efforts lead to a successful job offer.
This lecture will provide you with a "distinctive design experience" as you pursue your path in circuit design.

Of course, it would be great if we could work together on circuit design projects following the roadmap, but I recommend you first try what you can do on your own through the free lecture (click). Then, if you feel it's necessary, please sign up for the course.

I look forward to seeing you in class. Thank you! 😊

Recommended for
these people

Who is this course right for?

Bachelor's degree holders who want to apply for circuit design roles at Samsung Electronics or SK Hynix but do not have a portfolio.
Those who are torn between graduate school and employment but want to build competitiveness with a bachelor's degree.
Those who want to understand industry terminology such as TSMC PDK, Corner verification, and STA, and prepare for interviews.
Those who know they need verification automation but don't know how to write Python/TCL scripts.
Those who want to learn how to automatically generate RTL with ChatGPT but are finding it difficult to get started.
Those who want to improve work efficiency through self-study because there are no automation training opportunities at their company.
Those who want to stay competitive and not fall behind in the age of AI

Need to know before starting?

Basic circuit theory knowledge (OpAmp, MOSFET, digital logic circuit basics)
Basic Python syntax (variables, loops, and functions should be enough)
Basic syntax of Verilog or SystemVerilog
ChatGPT or Claude account (paid model recommended, free version also available)
PC capable of installing EDA tools in a Windows environment

Hello
This is samcoach

4,891

Learners

467

Reviews

249

Answers

5.0

Rating

Courses

Experience & Background

Current) Major Semiconductor Company (Chip Circuit Design, 4th Year)

Analog IP / Digital Scenario Design
Class A Patent Application
Technical support for global foreign company engineers

Former) Startup Incubator (MCU Firmware Design)

Former) Major Corporation Home Appliance Company (All-in-one Water Purifier Production Technology)

Former) Mid-sized medical device company (CIS, DDI ASIC design)

Yes, Former) Startup Incubating Company (MCU Firmware Design) Former) Large Enterprise Home Appliance Company (All-in-one Water Purifier Production Technology) Former) Mid-sized Medical Device Company (CIS, DDI ASIC Design)

You can definitely take on the challenge of getting a job or changing careers in CHIP design.

Get one step closer to landing a job or switching careers in CHIP design with me!

"Are you dreaming of a career in semiconductor analog/digital circuit design?

I will help you from the basics through the eyes of a current employee at S Electronics, a major corporation!

Get closer to landing a job or switching careers in CHIP design! "Are you dreaming of a career in semiconductor analog/digital circuit design? I will help you from the basics through the eyes of a current employee at S Electronics, a major corporation!"

Nice to meet you! I am Coach Sam, currently designing system semiconductors at S Electronics :)

"Do you dream of becoming a circuit designer? I will help you from the basics through the eyes of a current employee at S Electronics, a major corporation!" Nice to meet you! I am Sam-coach, currently designing system semiconductors at S Electronics. :)

I have gone through many trials and errors while taking on the challenge of circuit design, starting from a startup.

I gained experience in PCB design, F/W design, FPGA design, and CHIP design through trial and error.

However, there was one thing I found disappointing.

I've faced many trials and errors while taking on these challenges. I gained experience in PCB design, F/W design, FPGA design, and CHIP design in a somewhat haphazard way. However, I always felt that something was missing.

'Why are there so few opportunities for systematic hands-on practice and information about employment in the field of circuit design?'

I experienced chip design in a haphazard, trial-and-error way. However, I felt one lingering regret: "Why are there so few structured hands-on opportunities and job-related information in the field of circuit design?"

While there was plenty of content for fields like semiconductor processing and programming, circuit design felt like a "hidden world" because information was so scarce.

Those of you preparing for a career in circuit design who are reading this have likely felt the same frustration I did. That's why I interviewed professionals in the field, asked my professors, and took IDEC courses.

Those of you preparing for a career in circuit design who are reading this have likely felt the same sense of frustration that I did.

So, you might try interviewing current professionals in the field, asking your professors for advice, or taking IDEC courses.

However, in most cases, you still find yourself feeling like you almost get it, but not quite.

SO! I went ahead and created a structured course myself that leads directly to employment!

I have experienced everything from [Analog Circuits -> Digital Systems -> MCU Firmware -> Driver Design -> Software], and

Through 'Top-down / Bottom-up' skills, I have become able to perfectly explain products and circuits.

And through my practical circuit courses on Inflearn, I will share everything from my own intuitive methods for interpreting 'analog/digital circuits' to the ways I evaluate trade-offs.

And on Inflearn, as we work with practical circuits, I plan to share everything from my own intuitive methods for interpreting 'analog/digital circuits' to the ways of evaluating trade-offs.

Let's build a solid foundation together, develop practical skills, and create your very own chip design story!

Let's build a solid foundation together, develop practical skills, and create your own unique chip design story!

Curriculum

All

89 lectures ∙ (20hr 8min)

Course Materials:

Lecture resources

Section 1. Introduction to Practical AI-Based Semiconductor Circuit Design and Verification Automation

5 lectures ∙ (1hr 1min)

Section 2. [Setting Up an Analog Circuit Design Tool Environment] - Based on TSMC PDK

4 lectures ∙ (1hr 32min)

6. Installation of Practical Analog Circuit Design Tools + Professional Design Environment Setup
17:01
7. Application of TSMC 180nm PDK (World's No. 1 Foundry) + Library Analysis Practice
12:09
8. Single-Stage Amp Circuit Design for Practical Analog IP Design + 5 Key Analyses (DC Operating Point / DC Sweep / AC Sweep / Transient / Noise Analysis)
52:07
9. (TOOL Demo Video) From schematic creation to environment setup, drawing circuit diagrams, using shortcuts, setting up test-benches, performing 5 types of simulations, and analyzing a single-stage amp + current mirror.
10:45

Section 3. [Setting Up a Digital Circuit Design Tool Environment] - RTL to Netlist

6 lectures ∙ (55min)

10. Practical Digital Circuit Design Tool Installation + EDA Environment Optimization (Your skills are evident just by looking at your tool setup!)
06:58
11. Verilog HDL Coding and Logic Synthesis Practice (Key Differences Between Software and Hardware Languages!)
09:00
12. Testbench Writing Techniques and Simulation Waveform Analysis
07:50
13. Timing Analysis and Critical Path Delay Extraction (Essential for Samsung Electronics/SK Hynix Job Interviews! Complete Understanding of Setup/Hold Time)
10:49
14. Power Analysis in Practice: Static vs. Dynamic Power Optimization Techniques (Industry Low-Power Design Trends!)
09:36
15. (TOOL Demo) Full Adder Design Flow: One-stop from Project Creation → Verilog Coding → Synthesis → Testbench → Simulation → Timing/Power Analysis!
11:17

Section 4. [Setting Up the PCB HW Design Tool Environment] - Schematic

3 lectures ∙ (47min)

Section 5. [Pre-course - LDO Design Master Class]

3 lectures ∙ (37min)

Section 6. LDO Analog IP Design and Automated Measurement Verification System Construction

9 lectures ∙ (1hr 59min)

Section 7. Automation of Process Corner & Monte Carlo Statistical Analysis (Yield Prediction)

10 lectures ∙ (1hr 31min)

Section 8. [Pre-lecture - AMBA Protocol Master]

2 lectures ∙ (49min)

Section 9. AI-Based RTL Auto-Generation - Practical AXI-Lite SoC Design

8 lectures ∙ (2hr 14min)

Section 10. SoC Regression Test Automation based on TCL/DO Scripts

9 lectures ∙ (2hr 25min)

Section 11. Automation of Integrated Timing and Power Sign-off Analysis

10 lectures ∙ (1hr 51min)

Section 12. [Pre-lecture - Completing a 4-Layer PCB]

5 lectures ∙ (1hr 31min)

Section 13. PCB Hardware Design Automation Full-Stack (Schematic to Gerber)

9 lectures ∙ (1hr 39min)

Section 14. Finalizing Circuit Design Employment Strategies and Advancing AI Workflows

6 lectures ∙ (1hr 12min)

Published: 01/04/2026

Last updated: 03/03/2026

Reviews

All

3 reviews

5.0

3 reviews

sosi8233449
Reviews 1
∙
Average Rating 5.0
01/23/2026
5
30% enrolled
It covers HW, analog, and digital content, allowing for a truly diverse learning experience. Since it includes various hands-on exercises, it's great to be able to follow along with parts that were difficult to understand just by watching the videos.
- samcoach
  Instructor
  02/02/2026
  Thank you for leaving a review. I am glad that the curriculum, which covers a wide range of topics from HW to analog and digital, allowed you to learn from various perspectives. It is especially meaningful to hear that the hands-on content helped you master parts that were "difficult to understand just by watching videos" by following along yourself. Ultimately, the process of implementing something with your own hands is what solidifies concepts and builds the foundation to apply them to your own environment. I will continue to reinforce the practical sections and examples so that the course goes beyond theoretical explanations and enables you to produce actual results by following along. Please feel free to leave any feedback regarding topics you would like to see covered further or the difficulty and structure of the exercises. Thank you.
aceoftop1975
Reviews 121
∙
Average Rating 5.0
02/08/2026
5
100% enrolled
===== 26/02/08/Sun 14:17 ===== I learned a lot from this lecture as well. Test/analysis automation has given me a lot to think about. Although I don't work in the semiconductor industry, listening to Coach Sam's lecture helped me understand a great deal. Thank you very much for creating such a great lecture.
20231117629434
Reviews 1
∙
Average Rating 5.0
02/02/2026
5
30% enrolled
I became interested in digital design/verification automation and ended up taking this course by Coach Sam while looking for related classes. I haven't finished all the lectures yet because I've been focusing primarily on the digital sections first, but it has been incredibly helpful. The course explains in detail how to design and verify using AI, and what kind of prompts to input to obtain code that can actually be used in practice. Since the lectures cover how to utilize AI not only for digital but also for analog and hardware-related fields, I highly recommend this course even to those who haven't decided on a specific career path yet.
- samcoach
  Instructor
  02/02/2026
  Thank you for leaving such a thoughtful and detailed review. The topic of digital design/verification automation can be particularly daunting because resources are scattered, and it's often unclear "where and how to start." I am truly touched to hear that this course helped you establish a direction for practical application. I feel a great sense of accomplishment knowing that the specific sections—such as how to approach design/verification with AI and how to structure prompts to get usable code results—were helpful to you. As you mentioned, even if you haven't finished the entire course yet, focusing on the parts you need and applying them immediately is the most efficient way to learn. Furthermore, I included perspectives on "how to handle AI" from both digital and analog/hardware viewpoints to provide a universal framework applicable even to those whose career paths aren't fully decided. I am grateful that this intention resonated with you. I am also continuously exploring prompting and automation methodologies. I will keep updating the course with the latest cases and workflows to ensure it remains directly applicable to practical work. I will share news regarding updates through course announcements. If you encounter any roadblocks while learning or have topics you'd like me to cover in more depth, please feel free to leave a comment or message.

samcoach's other courses

Check out other courses by the instructor!

High-Speed Embedded Board Design Project (feat. Smartphone)

samcoach

$297.00

Early Bird

30%

$207.90

Intermediate / Embedded, hardware, artwork, kicad, orcad

New

Active Replies

This is a practical AP-based high-speed motherboard design course required by professionals at Samsung, LG, Hyundai Motor, and Hanwha Systems in the robotics and industrial equipment sectors. Based on the RK3399 SOM, the course covers PMIC power sequencing, LPDDR4 constraints (length/impedance/return path), and the design of USB3, HDMI, MIPI, and PCIe all in one package. You will complete the process from design rationale documentation and schematic creation to layout design and bring-up inspection as final deliverables.

Intermediate

Embedded, hardware, artwork

High-Speed Embedded Board Design Project (feat. Smartphone)

samcoach

$297.00

Early Bird

30%

$207.90

Intermediate / Embedded, hardware, artwork, kicad, orcad

New

Active Replies

PCB HW Design Practice: Mixed-signal Board Design Project Using STM32

samcoach

$207.90

Intermediate / orcad, kicad, artwork, stm32, hardware, MCU

5.0

(117)

500+

Update

Active Replies

The competitiveness of circuit design ultimately lies in broad domain experience! Solve all your hardware knowledge and experience needs at once, including STM32 MCU, Ethernet PHY, Motor Driver, ADC/DAC, EMI, ESD, and more!

Intermediate

orcad, kicad, artwork

PCB HW Design Practice: Mixed-signal Board Design Project Using STM32

samcoach

$207.90

Intermediate / orcad, kicad, artwork, stm32, hardware, MCU

5.0

(117)

500+

Update

Active Replies

Digital and Analog Design with Practical Projects for Circuit Design Beginners

samcoach

$77.00

Basic / Verilog HDL, FPGA, amp, circuit

4.9

(47)

300+

Active Replies

Digital/Analog Circuit Design Basics & Practice from a Samsung Electronics Insider! Get the Circuit Design Glossary, detailed job selection methods, and job interview preparation tips!

Basic

Verilog HDL, FPGA, amp

Digital and Analog Design with Practical Projects for Circuit Design Beginners

samcoach

$77.00

Basic / Verilog HDL, FPGA, amp, circuit

4.9

(47)

300+

Active Replies

Practical Analog Circuit Design: Designing Analog IP and Improving Performance

samcoach

$207.90

Basic / amp, comparator, ring-oscillator, analog-digital-converter, circuit

5.0

(45)

200+

Active Replies

Experience 90% of Analog Circuit Design hires had! [Circuit Design Project for the Most-Used Circuits by Current Engineers in Practice (BGR / AMP / LDO / Comparator / Oscillator / Level-Shifter / Charge-Pump)] Gain understanding of semiconductor products + practical experience & specs + employment strategies with it!

Basic

amp, comparator, ring-oscillator

Practical Analog Circuit Design: Designing Analog IP and Improving Performance

samcoach

$207.90

Basic / amp, comparator, ring-oscillator, analog-digital-converter, circuit

5.0

(45)

200+

Active Replies

Practical Digital Circuit Design: Designing Computer Architecture and SoC Protocol Digital IP

samcoach

$207.90

Basic / Verilog HDL, Computer Architecture, FPGA, Embedded, amba

5.0

(130)

500+

Active Replies

Experience 90% of Digital Circuit Design hires had! Gain semiconductor product understanding + practical experience & specs + employment leverage tips through [Computer Architecture (CPU / SRAM / CACHE / DRAM / NAND) + SoC Protocol Design (FIFO / AMBA / Serial communication) projects most frequently used by current Samsung Electronics employees in practice]!

Basic

Verilog HDL, Computer Architecture, FPGA

Practical Digital Circuit Design: Designing Computer Architecture and SoC Protocol Digital IP

samcoach

$207.90

Basic / Verilog HDL, Computer Architecture, FPGA, Embedded, amba

5.0

(130)

500+

Active Replies

Inwoo's Story of Semiconductor CHIP Circuit Design, Starting with Products

samcoach

Free

Basic / Verilog HDL, digital-signal-processing, circuit, verilog, analog-digital-converter

4.9

(117)

3,000+

Active Replies

If you're preparing for a semiconductor (CHIP) circuit design role at Samsung Electronics, SK Hynix, LX Semicon, Hyundai Mobis, or a fabless company, you absolutely need to know 'this'!

Basic

Verilog HDL, digital-signal-processing, circuit

Inwoo's Story of Semiconductor CHIP Circuit Design, Starting with Products

samcoach

Free

Basic / Verilog HDL, digital-signal-processing, circuit, verilog, analog-digital-converter

4.9

(117)

3,000+

Active Replies

Similar courses

Explore other courses in the same field!

Basic UVM Testbench (Circuit Design Verification)

MetaEncore

$338.80

Basic / Verilog HDL, system-verilog, uvm

5.0

(3)

Active Replies

Mission

Through this course, you will understand the UVM Class library and learn testbench design techniques using UVM.

Basic

Verilog HDL, system-verilog, uvm

Basic UVM Testbench (Circuit Design Verification)

MetaEncore

$338.80

Basic / Verilog HDL, system-verilog, uvm

5.0

(3)

Active Replies

Mission

Basic SystemVerilog Testbench (Circuit Design Verification)

MetaEncore

$338.80

Basic / Verilog HDL, system-verilog, verification, system-verilog-dpi

5.0

(7)

Active Replies

Mission

You will learn the basic syntax of SystemVerilog and testbench design techniques using SystemVerilog classes. Additionally, you can experience and learn the complete basic cycle of hardware circuit design verification by utilizing VCS, an EDA Tool from Synopsys used in the industry. Related search terms SystemVerilog, SystemVerilog, SystemVerilog, Verilog, Verilog, Verilog, SOC, circuit design, circuit verification, verification, Verification, chip design, chip verification, Samsung Electronics, Hynix, new employee training, in-house training, Synopsys, VCS, semiconductor, employment, career, fabless

Basic

Verilog HDL, system-verilog, verification

Basic SystemVerilog Testbench (Circuit Design Verification)

MetaEncore

$338.80

Basic / Verilog HDL, system-verilog, verification, system-verilog-dpi

5.0

(7)

Active Replies

Mission

[Practical AIoT] Perfect Preparation for Smart Mirror Makerthon: LLM, CV, and Hardware Design

kodekorea

$83.60

Basic / Python, Raspberry Pi, Arduino, AI, LLM

4.8

(5)

Solve the point where 80% get stuck at makeathons. Complete Raspberry Pi · Computer Vision · LLM · 3D Design in 4 weeks! Achieve top rankings at makeathons with a demonstrable smart mirror PoC!

Basic

Python, Raspberry Pi, Arduino

[Practical AIoT] Perfect Preparation for Smart Mirror Makerthon: LLM, CV, and Hardware Design

kodekorea

$83.60

Basic / Python, Raspberry Pi, Arduino, AI, LLM

4.8

(5)

Creating Stock Auto-Trading App and Web Investment Report with ChatGPT and Python

datalabpark

$29.70

Basic / Python, ChatGPT, prompt engineering, streamlit, Financial Technology

4.8

(82)

3,100+

ChatGPT: How Far? Series, Stock auto-trading app & web inv. report creation!

Basic

Python, ChatGPT, prompt engineering

Creating Stock Auto-Trading App and Web Investment Report with ChatGPT and Python

datalabpark

$29.70

Basic / Python, ChatGPT, prompt engineering, streamlit, Financial Technology

4.8

(82)

3,100+

Introduction to Hackathon in One Go_Arduino and Web

sdh0578

$3.30

Basic / Python, Arduino

4.3

(17)

200+

Hackathon and Project Introduction, Now Start with Arduino, Python, and Flask. Let's build a framework for hackathons and projects by creating cool projects together.

Basic

Python, Arduino

Introduction to Hackathon in One Go_Arduino and Web

sdh0578

$3.30

Basic / Python, Arduino

4.3

(17)

200+

Click! Web Crawling & Data Analysis Like a Pro with AI (w. GEMINI CLI)

todaycode

$38.50

Beginner / Python, VSCode, gemini

4.9

(32)

400+

Mission

Creating Your Own Data Analysis Portfolio with Free Gemini CLI Vibe Coding: Data Collection, Analysis, Reporting, and Dashboard Automation Even if you are new to data collection, you can collect, analyze, visualize, and create reports and dashboards like a professional data analyst once you master the principles, prompt engineering, and VSCode. From Python data collection to report writing with Gemini CLI and VSCode: Learn prompt engineering and troubleshooting methods for foolproof data collection and analysis.

Beginner

Python, VSCode, gemini

Click! Web Crawling & Data Analysis Like a Pro with AI (w. GEMINI CLI)

todaycode

$38.50

Beginner / Python, VSCode, gemini

4.9

(32)

400+

Mission

Understanding the World Through Statistics, Interpreting with AI

papadave

$77.00

Beginner / ChatGPT, Statistics, AI, Python

AI, the Key to Opening the World of Statistics "AI, by enabling easy mastery of complex statistical principles and analysis techniques, uncovers hidden meanings in data and provides insights for better decision-making. AI is now beyond a complex statistical calculator; it is a companion supporting statistical thinking."

Beginner

ChatGPT, Statistics, AI

Understanding the World Through Statistics, Interpreting with AI

papadave

$77.00

Beginner / ChatGPT, Statistics, AI, Python

A powerful weapon for getting a job in semiconductor process, data analysis

datalabpark

$30.80

Beginner / Python, Big Data

5.0

(5)

Here are some key competencies that are often overlooked by others in the fiercely competitive and complex semiconductor process job market.

Beginner

Python, Big Data

A powerful weapon for getting a job in semiconductor process, data analysis

datalabpark

$30.80

Beginner / Python, Big Data

5.0

(5)

[Vibe Coding + AI Practical Data Analysis] 5.0 Perfect Score Course That London MBA Students Raved About: Complete Data Analysis Practical Skills and Job Preparation That Liberal Arts Non-Majors Can Use Right Away in the Field!

britishprofessor

$84.70

Basic / Python, Business Productivity, EDA, analytics, ChatGPT

4.8

(26)

100+

"Are you still studying with coding books?" A course, rated 5.0/5.0 by MBA and business undergrads at a London management university. You can take AI data analysis lectures from home. Even for humanities-background non-majors: practical data analysis skills immediately usable in the field, plus a data analysis portfolio for job search completion. I am a British Professor (British Professor) teaching data analysis and project classes with ChatGPT, no coding knowledge required.

Basic

Python, Business Productivity, EDA

britishprofessor

$84.70

Basic / Python, Business Productivity, EDA, analytics, ChatGPT

4.8

(26)

100+

(Using Raspberry Pi) Building an AI Artificial Intelligence Autonomous Driving Car

usefulit

$102.30

Beginner / Python, Raspberry Pi

5.0

(2)

This is a hands-on course where you'll build an AI-based autonomous driving car using Raspberry Pi and various sensors.

Beginner

Python, Raspberry Pi

(Using Raspberry Pi) Building an AI Artificial Intelligence Autonomous Driving Car

usefulit

$102.30

Beginner / Python, Raspberry Pi

5.0

(2)

Cisco Networking Academy: Internet of Things Fundamentals

asckorea

$26.40

Beginner / IoT, Network, Big Data, Python, Embedded

4.8

(32)

700+

This course will help you understand the value of IoT and how it changes our lives and society. You will learn the basics of IoT device programming, IoT device connection technology, big data analysis, and automation. You will understand digital transformation and its impact on businesses and society.

Beginner

IoT, Network, Big Data

Cisco Networking Academy: Internet of Things Fundamentals

asckorea

$26.40

Beginner / IoT, Network, Big Data, Python, Embedded

4.8

(32)

700+

Streamlit Vibe Coding with Silicon Valley Engineers

altoformula

$34.10

Beginner / Python, streamlit, Vibe Coding

4.9

(10)

🔥 Vibe Coding with Streamlit 🔥 Real-time coding experience where you can instantly create your own web service with just one line of code! Visual-focused, hands-on lectures tailored to MZ sensibilities - no complex backend knowledge required. Learn the basics of Streamlit and awaken your development instincts by directly implementing practical apps. Complete your own "personal service" with code in a vibe way right now 😎💻

Beginner

Python, streamlit, Vibe Coding

Streamlit Vibe Coding with Silicon Valley Engineers

altoformula

$34.10

Beginner / Python, streamlit, Vibe Coding

4.9

(10)

Dabbling in Python with copilot (crawling, data visualization)

ddur

$22.00

Beginner / AI, Microsoft Copilot, Python, JavaScript

5.0

(3)

Let's begin developing with Copilot (copilot). With AI, even elementary school students can follow along!

Beginner

AI, Microsoft Copilot, Python

Dabbling in Python with copilot (crawling, data visualization)

ddur

$22.00

Beginner / AI, Microsoft Copilot, Python, JavaScript

5.0

(3)

[New Revised Edition] This is Real Web Scraping - Practical Edition (AI Monetization)

startcoding

$127.60

Basic / Python, Web Crawling

4.9

(211)

1,700+

We're back with significantly upgraded content and completely transformed lectures!

Basic

Python, Web Crawling

[New Revised Edition] This is Real Web Scraping - Practical Edition (AI Monetization)

startcoding

$127.60

Basic / Python, Web Crawling

4.9

(211)

1,700+

n8n - AI Agents, AI Automation, and AI Voice Agents (No-code!)

DFA Course Academy

$42.90

Early Bird

28%

$30.80

Beginner / Python, Java, agents, n8n, AI

New

This course teaches you how to build powerful AI agents and automation systems using n8n and leading AI tools without any coding. It is designed for beginners, professionals, entrepreneurs, and business owners who want to stay ahead in the rapidly growing field of AI automation. You will learn how to create AI agents, automated workflows, AI voice agents, email managers, research assistants, social media systems, and business automation tools. The course covers major technologies such as OpenAI (ChatGPT), Claude, Gemini, DeepSeek, Pinecone, Supabase, Retell AI, and ElevenLabs. It also explains core concepts like APIs, webhooks, RAG (Retrieval-Augmented Generation), vector databases, and multi-agent systems. In addition to step-by-step lessons, you will receive over 90 pre-built n8n AI agent templates that you can customize, reuse, or sell as a service. Advanced projects include AI voice booking agents, WhatsApp AI assistants, automated lead generation systems, resume analyzers, invoice processors, and viral content generation systems. Furthermore, a dedicated 30-day roadmap for establishing your own AI automation agency is provided to help you monetize the skills you acquire. Overall, this course is a complete and practical guide to mastering AI agents and automation. Whether your goal is to automate your business, start an agency, increase productivity, or future-proof your career, this course has you covered.

Beginner

Python, Java, agents

n8n - AI Agents, AI Automation, and AI Voice Agents (No-code!)

DFA Course Academy

$42.90

Early Bird

28%

$30.80

Beginner / Python, Java, agents, n8n, AI

New

Building an automated stock analysis system without writing a single line of code feat. Claude CLI

skysungsisi0926

$118.80

Basic / Python, Flask, Next.js, AI

4.9

(14)

How long are you going to manually look through 2,500 stocks every day? Searching through Naver Finance to find surging stocks after the market closes, Reading news to judge whether it's good or bad news, Checking foreign/institutional supply and demand one by one, Opening charts to analyze patterns... Aren't you repeating this every single day? I used to do that too. I spent 2 to 3 hours after work analyzing stocks, and yet I still missed more stocks than I found. With over 2,500 stocks across KOSPI and KOSDAQ combined, it's impossible for a human to see them all every day. --- So, I built a system. I created a system that automatically analyzes 2,500 stocks every day after the market closes. - Automatically collects market prices, supply/demand, and news - AI (Gemini) reads the news and determines if it's positive or negative - Scores stocks out of 15 points based on 6 factors - Selects only the stocks that pass the criteria and calculates entry, stop-loss, and take-profit prices - Sends notifications via Telegram Now, I just check my phone after work. Additionally, every Saturday, the system analyzes its own performance from the past week and automatically adjusts stop-loss lines, take-profit lines, and holding periods. It is a structure where the system learns and improves on its own. --- But I am not a developer. I didn't write the code for this system myself. I gave all the instructions to the AI verbally. "Filter out stocks that rose more than 5% today with a trading volume exceeding 50 billion won." "Send these 3 news articles to Gemini and have it judge if they are positive." "Create a scheduler so this runs automatically every day at 4 PM." When I speak like this, the AI (Claude) generates the code. This is "Vibe Coding." --- In this course, we will build this exact system. Over 58 lessons, we will build the system I actually use every day from start to finish. Starting from data collection, AI news analysis, scoring engine, signal generation, Flask API server, Next.js web dashboard, Telegram automatic notifications, and even the self-learning system. The final product is not a Jupyter Notebook. The final product is a web dashboard and Telegram notifications that actually run every day. You don't need to know how to code. In every lesson, I will show you how to talk to Claude, and if you follow along, you will get the same results. --- Recommended for: - Office worker investors who lack the time to analyze stocks every day - Those who want an automated system but don't know how to code - Those curious about quant/system trading but don't know where to start - Those curious about how to utilize AI in practice --- ⚠️ This course does not guarantee investment returns. This is a programming course on building your own stock analysis tools. Actual investment decisions are the responsibility of the student.

Basic

Python, Flask, Next.js

Building an automated stock analysis system without writing a single line of code feat. Claude CLI

skysungsisi0926

$118.80

Basic / Python, Flask, Next.js, AI

4.9

(14)

Utilizing ChatGPT 100% in Practical Work

longvacation

$38.50

Beginner / ChatGPT, Python, Web Crawling, Selenium

4.4

(25)

100+

Update

No fluff, just the "core" of ChatGPT's 100% utilization. Utilize it well, and your MD, marketing tasks will be 10x faster.

Beginner

ChatGPT, Python, Web Crawling

Utilizing ChatGPT 100% in Practical Work

longvacation

$38.50

Beginner / ChatGPT, Python, Web Crawling, Selenium

4.4

(25)

100+

Update

Automation that shortens your workday by 2 hours, no coding knowledge required

pulsecreative

$23.10

Beginner / Python, Excel, No-code, n8n, AI

4.7

(75)

400+

Mission

Repetitive tasks like organizing Excel files, sending emails, and classifying receipts… Are you still doing them manually? Now, leave those tasks to n8n and AI, And you, focus on more important work. This course utilizes n8n, a tool that enables business automation without coding, And is designed so that anyone can follow along and immediately apply it to their work. In just 1 hour, we'll directly implement automation from A to Z. Instead of a long 10-hour lecture, only the truly essential core! To save your time, we'll only provide practical, workflow-centric knowledge.

Beginner

Python, Excel, No-code

Automation that shortens your workday by 2 hours, no coding knowledge required

pulsecreative

$23.10

Beginner / Python, Excel, No-code, n8n, AI

4.7

(75)

400+

Mission

One Automation a Day for Office Workers: 1-Hour No-Code Practical Class

nocodejack

$75.90

Beginner / Python, No-code, n8n, AI

4.7

(3)

Mission

Daily repetitive tasks like organizing emails, writing reports, and summarizing data... Do humans really need to do these manually? Does ChatGPT feel like it's just for chatting, and does automation seem too difficult? But even without coding, you can build practical automations in just 1 hour. This is a practical course designed to help non-developers automate workflows and reduce repetitive daily tasks using n8n and AI. By following along, you will create automation workflows that can be applied at work immediately. We've cut out the fluff and included only what you truly need. You will experience a transformation in the way you work, starting today.

Beginner

Python, No-code, n8n

One Automation a Day for Office Workers: 1-Hour No-Code Practical Class

nocodejack

$75.90

Beginner / Python, No-code, n8n, AI

4.7

(3)

Mission

Pillow Research: Creating Analyst-Level Reports Just by Entering a Stock Name

cheatkeylab

$55.00

24%

$41.80

Beginner / Python, Financial Management, AI, LLM

5.0

(1)

By simply entering a US company ticker, this system automatically collects financial accounting data, competitor analysis, recent news, and stock price information to generate professional investment reports through in-depth analysis using the OpenAI GPT API. The final results are automatically uploaded to Notion. By learning the basic concepts and terminology of financial accounting, even engineers can utilize this for competitor benchmarking, persuading supervisors, and planning new solutions. You will build a high-performance API server using Python and FastAPI, learning asynchronous programming, AI integration, and practical fintech skills. We support beginners so they can easily follow along, complete a system applicable to real-world investment and business, and grow into developers tailored for the AI era.

Beginner

Python, Financial Management, AI

Pillow Research: Creating Analyst-Level Reports Just by Entering a Stock Name

cheatkeylab

$55.00

24%

$41.80

Beginner / Python, Financial Management, AI, LLM

5.0

(1)

Practical AI-Based Analog/Digital Circuit Design Automation - Industry-Level LDO/AXI-Lite IP Design and Verification

Reviews from Early Learners

5.0

What you will gain after the course

In the era of AI, how can circuit design engineers survive?

Circuit design job seekers and junior engineers with less than 5 years of experience, please pay attention!

💡If you look at recent Samsung Electronics and SK Hynix job postings...

'At University/Lab'

Once you join a company

🔥We will solve AI-based circuit design and verification automation for you in one go.

AI-based RTL Design

LDO Design and Verification Automation

SoC Protocol Design andSystem-Verilog,SVA, UVM Verification Automation

AI-Based HW Design

Self-study notes included

📚 AI-based Circuit Design/Verification Automation Curriculum

Introduction to AI-Based Semiconductor Circuit Design/Verification Automation Practice

Analog Circuit Design Tool Environment Setup and Practice

Digital Circuit Design Tool Environment Setup and Practice

PCB HW Design Tool Environment Setup and Schematic Practice

LDO Design Master Class

LDO Analog IP Design and Automated Measurement Verification System Construction

Process Corner & Monte Carlo Statistical Analysis Automation

AMBA Protocol Master Class

AI-Based RTL Auto-Generation - AXI-Lite SoC Design Practice

SoC Regression Test Automation based on TCL/DO Scripts

Timing·Power Sign-off Integrated Analysis Automation

Completing a 4-Layer PCB

PCB Hardware Design Automation Full-Stack

Completing Circuit Design Employment Strategies and Advancing AI Workflows

We can solve the concerns of people like this!

📌

Job seekers with a bachelor's degree in circuit design

📌

Undergraduate students considering graduate school

📌

Current engineers who lack experience in task automation

Notes before taking the course

✨✨✨✨✨✨✨✨✨✨✨✨✨✨1st Early Bird Discount EVENT!

...✨✨✨✨✨✨✨✨✨✨✨✨✨✨

EVENT! 30% discount for existing students

This is a course where I communicate with students through Naver Cafe!

Access to Samcoach Community and EVENTs for circuit design job seekers is now ON!

Continuous updates planned!

I plan to continuously communicate with students and provide updates on content that requires supplementation.

Nice to meet you, I'm Sam Coach, your circuit design mentor! 🙌

🧭 Mentor Activities

I'll see you in the lecture! 🖐🏻

🪜 View Coach Sam's Full Circuit Design Course Roadmap(Click the image below)

Recommended for these people

HelloThis is samcoach

Experience & Background

Current) Major Semiconductor Company (Chip Circuit Design, 4th Year)

Former) Startup Incubator (MCU Firmware Design)

Former) Major Corporation Home Appliance Company (All-in-one Water Purifier Production Technology)

Former) Mid-sized medical device company (CIS, DDI ASIC design)

You can definitely take on the challenge of getting a job or changing careers in CHIP design.

Get one step closer to landing a job or switching careers in CHIP design with me!

"Are you dreaming of a career in semiconductor analog/digital circuit design?

I will help you from the basics through the eyes of a current employee at S Electronics, a major corporation!

Curriculum

Reviews

samcoach's other courses

Similar courses

SoC Protocol Design and
System-Verilog,
SVA, UVM Verification Automation

✨✨✨✨✨✨✨✨✨✨✨✨✨✨

1st Early Bird Discount EVENT!

...
✨✨✨✨✨✨✨✨✨✨✨✨✨✨

🪜 View Coach Sam's Full Circuit Design Course Roadmap
(Click the image below)

Recommended for
these people

Hello
This is samcoach