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25 to 29 Feb 2021 Online ‘Live’9:30am to 5:30pm Singapore Timezone
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1 to 5 Mar 2021 Online ‘Live’9:30am to 5:30pm Singapore Timezone
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26 to 30 Apr 2021 Online ‘Live’9:30am to 5:30pm Singapore Timezone
5 Sessions / 40 Hours Apply Now
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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! 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! It was very productive, full of knowledge and lots of wisdom that can be used in the work place were it intruduces practical approach in implementing digital transformation. It was the best facilitation I experienced so far. Thank you. Great course especially for quality practitioners or process improvement specialist who wish to convert there process to be digitally transformed 👍👍👍👍👍 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. 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. Great training content and delivery! Training was very engaging, Dwayne was very knowledgeable and always willing to share his experiences and best practices. Good course. Very detail in explaining programming concepts. Was a fun learning session. Mentor was very patient as well and taught everyone until we understand The PPE Class is systematical and easy to learn and understand Kiki Valentina sianturi (sianturi)
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! Great courses giving the most important material Briefly - great teacher, great course. That was a fun and interesting experience! 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! 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. Thank you very much Dwayne for the interesting knowledge sharing during the 4-day Data Governance training. 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
recommended course for digital transformation 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
Los cursos impartidos son accesibles en cuanto a tiempo y dinero. Los profesores claramente son unos profesionales en su área, tienen mucha paciencia y nos apoyan en cuanto surge una duda, sin importar la hora en la que preguntas. Cuentan con los recursos necesarios para poder impartir cualquier tipo de curso relacionado con la programación. Los recomiendo... LUIS ALBERTO VARGAS AGUILAR
You will learn on Digital Transformation Trainer is very knowledgeable and the course is very relevant to real world applications Great and simple course contents Course is well structured and very informative This 4-day course has been tremendously helpful and insightful. I started from near zero knowledge but with my lecturer, Mr Dwayne Ong's patience and ability to make me comfortable, I have come to appreciate Python programming and its capabilities. I look forward to learning more through practice in future with Casugol's help. Course is well structured with wonderful insights from both trainers and international participants I thoroughly enjoyed the workshop and likely to attend more courses in the future. Learned a lot from the course and it is enjoyable. This is a God-sent Data Science course provider. Dwayne has been very accommodating and very professional. I will definitely continue my Data Science journey with Casugol. Ahmed Salleh Mohamed Bashar
Excellent course by Dwayne. Very professional, collaborative and spot on pace and contents. Kudos to Dwayne and CASUGOL team. Looking forward for other upcoming courses. Lots of information and inout during training Very interactive training. Very helpful Professional training with good content Mr. Dwanye is very friendly and encourages the participants to actively participate in the course. He's very knowledgeable and was able to answer any questions that were posed by the class. He also took his time to explain concepts that were foreign to the class. Would definitely recommend to individuals who would like to expand their scope of skills in python. Great course! Great trainer (Dwayne)! I learned a lot of stuff which is very useful at work. Dwayne made the sessions very engaging which kept me more interested! Great Job! Learned a lot from the course. Thanks so much to our trainer Dwayne for always checking with us if we really understand and also patiently answering our questions 🙂 Mr Dwayne is Great Passionate Speaker! Excellent Great training by Dwayne! He made all the participants feel at ease and comfortable to share their views and opinions. Syllabus covered was also very relevant and up to date with the latest technology trends. Kudos to the CASUGOL team for great delivery! Muhammad Asyraf Mohammad Naim
Dwayne is an expert in Digital Transformation and all the knowledge shared is very helpful for me to implement at my organisation. Attended a course with Casugol, and Dwayne is great at explaining, plus, he is patient with the explanations. It's really worth it to attend Data Analytics Essential course. So many things I've learned. Really useful for my work I learned a lot from the course, especially on the Digital Transformation Framework, which helped to focus on what needs to be prepared and managed to implementing a successful digital transformation within organizations. From the 3 courses i attended so far, I find them to be very engaging and informative. Highly recommend. I gain great understanding on how to be a digital transformation professional and doing it step by step. Mandeep Chahal (M20AIE248)
We had an in-depth training session by our trainer (Mr Dyawne Ong) on Digital Transformation Framework. Excellent training material, communication and analysis delivered throughout the 3 days training period. I would like to share knowledge gain from this session to others due to tremendously facts and objective The training course is helpful for my job Enjoyable training experiences Great session ! Full of knowledge. Fun way in gain knowledge Experienced trainer and capable to provide consultation during training services Interactive and lively session Well-organized and interactive training Good training. Good trainer. Good content. Good interaction Very informative and engaging training sessions provided Casugol delivers top quality python courses which are for all levels, and they are willing to go the extra mile to help individual candidates in their learning journey. Highly recommended !!! Took the training Python Programming Essentials and learned a lot from it.. Carmen Marie Vergel De Dios (Meng)
Very good training and will recommend to my management and colleagues to attend this training Great sharing on Digital Transformation Courses. Khóa học chuyên nghiệp và chất lượng. Là đơn vị uy tín cho bất kỳ ai muốn trở thành chuyên gia Chuyển đổi số! Thanks Dwayne for the good training on overall Data Transformation Materinya lengkap dan berkualitas. Cara pegajaran baik sehingga mudah dimengerti The Future Tech: Women in Tech 2021 was a great conference that showcased numerous women making waves within the tech industry throughout the world. I really enjoyed this event. The training is clearly defined, organized, easy to follow, and relevant to me and I am sure that the training experience will be useful in my job.Mr Dwayne Ong is an expert, he is very ready in training and of course provides individual assistance when needed.I'm excited to be part of the training at Casugol 🙂 In Casugol I had a comfortable learning experience, even though the class was online but I still got detailed programming techniques, communicative and comfortable learning . thank you casugol I Attended Advanced Python Programming Professional course, it well covered of theories and technical skills, and plus point is course instructor very kind in giving essential information and his experience, he'd demostrated and explained to us in ML Logistic Regression as an extra before the training ending. I gains a lot! thanks! I attended the online conference today. I came to know this conference from Mr. Jovan Hutton Pulitzer's Telegram. Not only Jovan but also other speakers were so inspiring.(by Maeko Ushiro) This WIT conference was very professional and well put together! I enjoyed being a part of this and would recommend attendance for this to anyone in this industry to both learn and provide assistance with higher education.. Glad that I have attended Dwayne class on Python. Great delivery of course content. Clear, systematic approach to deliver the online course. Python Programming Essentials training was good. Well balance content with the right amount of essential details and plenty of hands-on activities to grasp the essential concept. 
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 Scientist, Analyst, Data Engineers, CIO, CTO, Software Programmers, and Anyone interested in acquiring advanced knowledge and skills in Big Data, Hadoop and Python
Course Objective
To provide participants with the advanced knowledge on Big Data Analytics.
Learn how Big Data Analytics is being applied in real life through real-time demonstration on scenario based hands-on exercises.
Pre-Requisite
It is preferred that participants successfully complete and pass Advanced Big Data Professional
Examination
Participants are required to attempt an examination upon completion of course. This exam tests a candidate’s knowledge and skills related to Big Data,Hadoop and Python based on the syllabus covered
Module 1
Overview on Big Data Hadoop Ecosystem
Topics Covered
- Python Refresher
- Standard Toolkit for Hadoop and Analytics
- Understanding Relational, NoSQL, and Graph Databases
- Construction of Data Pipelines
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- Data Modeling in Hadoop
- HDFS Schema Design
- HBase Schema Design
- Working on Metadata
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Module 2
Advanced Hadoop Techniques
Topics Covered
- What is Data Ingestion?
- Different Ways to Perform Data Ingestion
- Data Extraction
- Data Processing in Hadoop
- Overview on MapReduce
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- Working on Spark components
- Pig and How it is Being Used
- Overview on Hive
- Impala Speed-Oriented Design
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Module 3
Introduction to Orchestration
Topics Covered
- Orchestration Frameworks in Hadoop
- Oozie Terminology and Workflow
- Windowing Analysis using Spark
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- Parameterizing Workflows
- Scheduling Patterns
- Execution of Workflows
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Module 4
Real-Time Processing with Hadoop
Topics Covered
- Stream Processing
- Integration of Apache Storm with HDFS and HBase
- Trident Overview
- Spark Streaming Overview
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- Flume Interceptors
- Low-Latency Enrichment, Validation, Alerting, and Ingestion
- NRT Counting, Rolling Averages, and Iterative Processing
- Complex Data Pipelines
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Module 5
Working with Big Data Framework using Python and Spark
Topics Covered
- Hadoop and Spark Refresher
- Spark SQL and Python Pandas DataFrame
- Improving Analysis Performance with Parquet and Partitions
- Working with Unstructured Data
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- Working on Spark DataFrames
- Writing Output from Spark DataFrames
- Data Manipulation with Spark DataFrames
- Plotting Graph in Sparks
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Module 6
Exploratory Data Analysis
Topics Covered
- Handling of Missing Values using Spark DataFrame
- Correlation Analysis with Python PySpark DataFrame
- Improving Analysis Performance with Parquet and Partitions
- Understanding Exploratory Data Analysis
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- Identify Target Variable and Related KPIs
- Feature Importance of Target Variable
- Different Phases of an Analytics Project Life Cycle
- Gaussian Distribution of Numeric Features
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Module 7
Advanced Big Data Analysis
Topics Covered
- Reproducible Approach to Gathering Data
- Understanding the Standards and Code Practices
- Segmentation of Workflow
- Missing Value Preprocessing with High Reproducibility
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- Use of Functions / Loops to Optimize Coding
- Utilization of Libraries / Packages / Algorithms
- Normalization of Data
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Module 8
Putting Everything To Together
Topics Covered
- Reading Data from a CSV File with Python PySpark Object
- Reading JSON Data with Python PySpark Object
- Using Python PySpark Objects for SQL Operations
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- Generating Statistical Measurements
- Visualisation Using Plotly
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Module 9
Big Data and Machine Learning using Spark
Topics Covered
- Resilient Distributed Datasets with Spark
- Introduction to Spark MLlib
- Decision Tree with Spark MLlib
- K-Means Clustering with Spark
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- Term Frequency – Inverse Document Frequency (TF-IDF)
- DataFrame API with Spark MLlib
- Understanding A/B Testing
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Advanced Big Data Analytics Expert (ABDE) involves rigorous usage of real-time case studies, hands-on exercises and group discussion
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What Past Participants Say
The knowledge acquired from CASUGOL program has allowed me to gain a deep understanding on the technology and will come handy when there is a requirement to kickstart future projects.
Syed Othman Abd Rahman
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The hands-on exercises which is part of CASUGOL course syllabus are clearly explained, demonstrated and implemented in class with the guidance of experienced CASUGOL trainers.
Andrew Lim
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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.
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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.
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Dynamic learning environment that providing participants with professional networking opportunity.
Online support for participants after the training. |
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Need more information?
Let us help if you are planning to advance your career and further your education. Request for more information.
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