Advanced Computer Vision Professional (ACVP)

What Our Learners Say

4.9

Trainer (Dwayne) is able to make the very tough AI topics and scripts easy to understand conceptually. Very helpful, patient, personalised, and generous with his participants.

Raymond Fong

Practical lessons that can be utilized immediately.

William Ho

Nguyễn Kiều Hải

Khóa học đã cung cấp cho tôi kiến thức cơ bản để tiếp tục nghiên cứu sâu hơn, phục vụ công việc của mình.Cảm ơn Mr. Dwayne Ong và các cộng sự tại Casugol.

Ha Nguyen Huu Trung

i really enjoy the course! Mr.Dwayne is so good in explainaing all question and give so much real case for better understanding.

Missfarah Dilla

Very relevant to my work scope and very essential to build fundamental of data management. Course was easy to understand as many useful hands-on were provided followed up by very engaging discussion session.

Nurul Izzati Mohtar

Interesting & beneficial session on data governance. The trainer was really good.

Ratna Wii

Easy to understand how trainer explain

Idayu Yusof

amiera yusoff

Well experiences trainer and learn real industry practices

Mohd Faizal Mohd Ali

The on-training exercises that are conducted during the training are engaging and help in applying the theoretical information that is been learned. The speaker is also very friendly, knowledgeable and helpful!

Haziq Fitter

Khairi Khalil

Good trainer, would recommend

Hafiz Ariffin

Very good course with a lot of dedicated instructor guidance, well worth your time to attend.

d j

Lesson is beneficial and relavant for me. Best thing is it's in-person lesson and hands-on coding especially for a non-technical person like me!

Jmin Cho

Jason Yew Chang He

It was a fruitful course! The trainer is very professional and the course has a lot of hands on practice.

Qian LI

Very concise training. Straight to the point. More room for improvement; more accurate and complete code in the pdf notes.

James Yen

Excellent trainer. One of the best programming trainings I ever had.

Salvador MG

A quick way to learn a relatively complex subject (Python).

Choon Aw

Great sessions! Interactive class between instructor and participants.

Roland Chua

Great and fruitful course, rich of useful information to road map a structured methodology for Digital transformation.

Osama Attawneh

Claire Cacanindin

Emmanuel Caguimbal

Casugol made python programming easy to learn 🙂 recommended to try out their courses!

Ricky Tan Yuan Sheng

Had a very good 3-days Python Programming Essential training session with Dwayne. While introducing the essence of Python Programming, the course also drills into the basic of programming which helps participant to build up a strong foundation. Thanks for the session.

Jeanne Teen (Jeanne)

Jizhou Yang

Wilasinee Lerdrittipong

Recomended

Vladimir Cvetinovski

Tanapon Phenrat

a helpful training by Dwayne!

Danial Iskandar

It was very informative, full of knowledge and lots of wisdom that can be used in the workplace. It introduces practical approach in implementing design thinking to server customer very well. Thank you.

Lu Skywalk

Jao Del Rosario

Thank you for sharing your knowledge in Data Analytics Essentials and facilitating the sessions for us here at DBS Cebu. The training was very engaging and Dwayne was willing to share his experiences and best practices.I recommend Dwayne and the CASUGOL team!

Jose Macasero

I had zero knowledge about python but I really enjoyed and learned a lot from the sessions. Dwayne is also making sure that he accommodates all our questions. The class was interactive and it was overall insightful. Looking forward to apply my learnings.

Denesse

Nice!

Daniel Chris Moiket

It was a great pleasure to be trained by no less than Dwayne Ong himself. We've been looking for the right training provider here in Cebu for months since there are no provider that has the expertise and right credentials to provide the technical training for Data Analytics and Python. We are glad that we found Casugol. Dwayne did not disappoint. He has the expertise with the subject matter, his examples are customized to the need where the participants can relate. The class was also fun, not boring despite being a technical course. He also promote interactive discussion and we felt comfortable to share and ask questions. Looking forward for more partnership with Dwayne/ Casugol.

Ren Em

I attended the Data Analytics Essentials. It was a lean and efficient one. It has a clear course outline and has lots of hands-on exercises that are easy to understand. Dwayne our trainer is very knowledgeable on the course so it is easy to ask technical questions and layman term’s questions, for sure he can understand you. 🙂 Highly Recommended workshop!

Merlyn Villacorta

Lejandro Juslin Casinto

Learning Python in CASUGOL make it easy by Sir Dwayne, thank you so much.

Philip Vincent Bascar

TM Schulz

Salvador Roel Rubi

The content was organized and easy to follow! Great

Nabilah saifulbahrin

DHAREN NACKEERAN

Yeger Kiju

Henry Chin

李秋龙

Quyen Le Dang

Cường Bùi Hồng

fairulizan horian

Training CDTP

Ts. Mohd Nordin Salleh

lots of new knowledge, big thanks to CASUGOL..!

ABDUL MANAN ABDUL LATIP

More than the certification itself, it’s the learnings from colleagues and groupmates and how it was facilitated by Dwayne are the ones which are more rewarding. Dwayne has a wide range of experiences to share which I truly appreciate! Probably, one of the best training programs we have today!

John Gilbert Garcia

Carlo Bernal

Thank you for the awesome job sharing Digital Transformation and facilitating the sessions.The interactions were very insightful and fun, and tons of learning.3 days of training will not do justice to go through all the topics in depth, but Dwayne did his best and made sure to touch the most important ones. The collective sharing of inputs from the class made it even better. I recommend Dwayne and Casugo team!

Reggie Vallente (RDPS)

Jocelyn Imperial

Ernesto Manuel

Raul Raymond Kapuno

Mylin Sumang

Great course especially for quality practitioners or process improvement specialist who wish to convert there process to be digitally transformed 👍👍👍👍👍

Nikko Paolo Bautista

The Digital Transformation Professional Certification is an enriching program. Dwayne is such an engaging and knowledgeable facilitator. The live program allowed valuable interaction and sharing from the participants adding immense learning to the well structured syllabus. No matter which stage of digital transformation your organization is in, you will learn very important concepts that are readily applicable to you. I particularly like the holistic Digital Transformation Framework which is often neglected.

Ricco Estanislao

It was fun taking the Certified Digital Transformation Professional. It was very engaging and inspiring that you would want to kickstart DX on your organization. It was made very clear that DX should be simple. Focus on the intent and objective and not the nice to have. Thanks Casugol for this.

Ellaine Kris Mendoza

Great training content and delivery!

Carl Dominick CALUB

Training was very engaging, Dwayne was very knowledgeable and always willing to share his experiences and best practices.

Ronan Verdejo

TEOH YAN QIN

Good course. Very detail in explaining programming concepts.

cheng muon cheun

Zega Rahmat

The best pokok e

Frengky Leuape

Was a fun learning session. Mentor was very patient as well and taught everyone until we understand

Ver off

The PPE Class is systematical and easy to learn and understand

Andrianto Zhang

Taufik Faturrahman

Excellent

Cathrine Naomi

Khe ben

Kiki Valentina sianturi (sianturi)

Nice

cheng khai xean

I am attended Digital Transformation Professional online class which is give me astounding new skill and knowledge on how the digital transformation is good in the organization.Kudo's Dwayne and Team. Appreciate it!

izad rahman

Royyan Ammar

Павло Криндач

Great courses giving the most important material

Volodia Motyka

Briefly - great teacher, great course. That was a fun and interesting experience!

Ярослав Степаняк

Very grateful to Dwayne and the team for providing us with an opportunity to learn new interesting stuff at a difficult time like this☺️ Best wishes from Ukraine!

Настя Личак

eko budiharjo

Ahmad Mohd

Michael Tkachenko

The experience is good as the trainer is highly engaging and willing to attend to student who is in need of help when face with challenges to proceed with the exercises.

edward koh

Thank you very much Dwayne for the interesting knowledge sharing during the 4-day Data Governance training.

Mad Yani

This is my first experience attending Data Governance related courses. Found it informative. Have lots of actual example in getting started with DG and up to implementing the DG. The course material is very straight forward and the delivery of the course do full filled my learning objective.

Faroza binti Mohamed Sohor

Irfan Azhari Mohd Salleh

recommended course for digital transformation

jodhi caster

good session

Ee Seng Teo

Ghobi

Jia Wei

Zhi Yu Lim

Teo Chun Hau

BIBIANA PEREZ RIOS CORDOBA

FABIAN GAEL ARIAS JIMENEZ

The trainers are well prepared, they try to give you the information in a simple way to be able to understand all the topics, and if you don't understand something they spend their time until you can solve your doubts

JONATHAN DOMINGUEZ PATIÑO

Upcoming Batches

Schedule	Time (SGT / UTC +8)	Sessions	Date
Full-Time	9:30am to 5:30pm (Daily)	5-Sessions	4 to 8 Oct \| 6 to 10 Dec \| 7 to 11 Feb
Register Here

Course Information

Duration: 5 Day / 40 Hours
Certification: Participants will receive a Certificate of Competency upon successfully completing the course and passing the examination
Who Should Attend: Data Analyst, Finance Analyst, HR Analyst, System Analyst, CIO, or Anyone who are interested in pursuing a career in the areas of Artificial Intelligence

Course Objective

Acquire advanced artificial intelligence techniques by unleashing the power of computer vision and deep learning.

Learn the key components in Computer Vision, Neural Network, and Facial Recognition using Python Programming.

Pre-Requisite

It is preferred that participants successfully completed and pass Certified Machine Learning Expert (CMLE) or Python Programming Essentials (PPE)

Examination

Participants are required to attempt an examination upon completion of course. This exam tests a candidate’s knowledge and skills related to Advanced Computer Vision Professional (ACVP) and Python Programming based on the syllabus covered

Module 1 Introduction to Computer Vision (CV)

Topics Covered

What is Computer Vision
Fundamentals on Python TensorFlow
Edge Detection using Image Hashing and Filtering

Feature Extraction from an Image
Using Contours and HOG Detectors to Detect Objects

Module 2 Content Recognition Using Local Binary Pattern

Topics Covered

Understanding What is Content Recognition
Processing of Image using Local Binary Pattern

Local Binary Patterns for Texture Recognition
Colour Matching Techniques using Local Binary Pattern

Module 3 Facial Recognition Techniques

Topics Covered

Introduction to Using OpenCV and Convolutional Neural Network (CNN)
Using Deep Learning for Images
CNN and its Parameters
Optimization of CNN Parameters

Visualizing the Layers in Neural Network
Predicting Facial Keypoint Using a Deep Neural Network
Predicting Facial Expression Using a CNN
Understanding 3D Facial Detection

Module 4 Deep Dive Into Neural Networks Model

Topics Covered

Understanding of Neural Network Architecture and Models
R-CNN, Fast R-CNN, and Faster R-CNN
Generative Adversarial Networks (GANs)

Graph Neural Networks (GNN)
Reinforcement Learning
Transfer Learning

Module 5 Application to Transfer Learning

Topics Covered

Using Transfer Learning for Visual Search
Deep Learning Models with Python TensorFlow
Developing a Transfer Learning Model using TensorFlow

Architecture and Application of Visual Search
Visual Search Input using tf.data

Module 6 You Only Look Once (YOLO) Technique

Topics Covered

Introduction to Object Detection with YOLO
Darknet for Object Detection

Real-Time Prediction
Training Image Set to Develop Custom Model

Module 7 Semantic Segmentation and Neural Style Transfer

Topics Covered

Introduction to Semantic Segmentation and Neural Style Transfer
Using Python TensorFlow DeepLab for Semantic Segmentation
Deep Convolutional Generative Adversarial Network (DCGAN)

Image Inpainting with OpenCV
What is Neural Style Transfer

Module 8 Implementation of CV Using Python Tensor Flow

Topics Covered

Action Recognition using Multitask Deep Learning
OpenPose, stacked hourglass model, PoseNet
SSD and R-FCN

TensorFlow Object Detection API
TensorFlow on Google Cloud
Training a Custom Object Detector using TensorFlow and Google Colab

Advanced Computer Vision Professional (ACVP) involves rigorous usage of real-time case studies, hands-on exercises and group discussion

What Past Participants Say

The examples and cases shared in class are delivered in a clear, structured and easy to understand manner. It provide me with confidence to kickstart my own Machine Learning project.

Falhuddin Bin Nurdin

This course provide me with the detailed information required and essential tips how to explore more into the subject. The trainer is very helpful throughout the course. With his encouragement, I can understand the topics with ease even when I am not experience in programming.

Shalini Karthik

Why CASUGOL

Customization of Programs for specific industry, organisation, government agencies, statutory boards.

Flexible programmes designed to cater to the individual needs of participants, whether for professional upskilling, or for general interest.

Benefit from contribution from leading Industry Experts, Academics, and Researchers from across the world.

Opportunities for employers to develop their workforce and for individuals to enhance their career.

Dynamic learning environment that providing participants with professional networking opportunity.

Online support for participants after the training.

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