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Enhance Your Employability with Certified Skills and Courses in Singapore - WSQ , IBF-STS, Skills Certification

DP-100 Azure Data Scientist Associate Exam Prep

Our DP-100 Azure Data Scientist Associate Exam Prep course is meticulously crafted to provide you with a comprehensive understanding of the key concepts and skills necessary to succeed as a data scientist in the Azure ecosystem. By enrolling in this course, you will delve deep into the world of data science, learning how to process, analyze, and interpret complex data sets using Azure's powerful tools and services.

Throughout the course, you will engage with real-world scenarios and case studies that will challenge you to apply your knowledge in practical settings. You will master the art of utilizing Azure Machine Learning, Azure Databricks, and other Azure services to build, train, and deploy machine learning models that deliver actionable insights. By the end of this course, you will be well-equipped to confidently take the DP-100 exam and step into the role of a Microsoft Certified Azure Data Scientist Associate, ready to make a significant impact in the field of data science.

Certificate

All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Disclaimer

We are Official Microsoft Learning Partner (Org ID:  5238476). To get the official Microsoft certification, please register your certification exam at Pearson Vue Test Center.

Certification Exam at Pearson Vue

Once you are prepared for the exam, you can register for the certification here. We are Authorised Pearson Vue Testing Center. You can take the certification exam at our test center. Note that the course fee does not include the certification exam fee.

Funding and Grant Applications

No funding is available for this course

Course Code: C840

Course Booking

The course fee listed below is before subsidy/grant, if applicable. We will apply for the grant and send you the invoice with nett fee.

$1,200.00 (GST-exclusive)
$1,308.00 (GST-inclusive)

Course Date

Course Time

* Required Fields

Post-Course Support

We provide free consultation related to the subject matter after the course. Please email your queries to enquiry@tertiaryinfotech.com and we will forward your queries to the subject matter experts and get back to you asap.

Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.


Course Details

Topic 1 Explore the Azure Machine Learning workspace

  • Explore Azure Machine Learning workspace resources and assets
  • Explore developer tools for workspace interaction

Topic 2 Work with data in Azure Machine Learning

  • Make data available in Azure Machine Learning

Topic 3 Automate machine learning model selection with Azure Machine Learning

  • Find the best classification model with Automated Machine Learning

Topic 4 Train models with scripts in Azure Machine Learning

  • Run a training script as a command job in Azure Machine Learning
  • Track model training with MLflow in jobs

Topic 5 Optimize model training in Azure Machine Learning

  • Run pipelines in Azure Machine Learning
  • Perform hyperparameter tuning with Azure Machine Learning

Topic 6 Deploy and consume models with Azure Machine Learning

  • Deploy a model to a managed online endpoint
  • Deploy a model to a batch endpoint

Practice Exam

Course Info

Prerequisite

This is a intermediate course. The following knowledge is asumed:

Software Requirement

Please install the following software prior to the class

1. Pycharm : - Install Pycharm (https://www.jetbrains.com/pycharm/download/)

2 . Install Pytorch 

Please follow this guide to install Pytorch https://pytorch.org/get-started/locally/

Job Roles

  • Data Scientist
  • Azure Data Engineer
  • Azure Solution Architect
  • Machine Learning Engineer
  • Cloud Data Scientist
  • Data Analytics Manager
  • Cloud Solution Consultant
  • Azure DevOps Engineer
  • AI Developer on Azure
  • Data Science Consultant
  • Cloud Infrastructure Specialist
  • Big Data Engineer on Azure
  • Data Platform Specialist
  • Machine Learning Operations (MLOps) Engineer
  • Cloud Application Developer

Trainers

WSQ Deep Learning TrainerDr. Alfred Ang is the founder of Tertiary Courses. He is a serial entrepreneur. He founded OSWeb2Design Singapore Pte Ltd in 2007 offering web development, e-commerce store development, graphics design, ebook publishing, mobile apps development, and digital marketing services. He established the first online gardening store in Singapore, Eco City Hydroponics Pte Ltd in 2000, offering a wide range of gardening products such as seeds, plant nutrients, hydroponics kits etc. Eco City Hydroponics has become the most popular and successful gardening store in Singapore. He founded Tertiary Infotech Pte Ltd in 2012 and transformed the business to a training platform, Tertiary Courses in 2014. Tertiary Courses offers a wide range of SkillsFuture courses for PMETs to upgrade their skills and knowledge. He also established Tertiary Courses Malaysia in 2016. He also founded Tertiary Robotics in 2015 offering Arduino, Raspberry Pi, Microbit and Robotics products

Dr. Alfred Ang earned his Ph.D. from National University of Singapore in 2000, majoring in Electrical and Electronics Engineering. He also completed an online MBA course with U21 Global based in Australia. He obtained his B.Sc (Hons) from National University of Singapore in 1992, majoring in Physics. He topped his Physics cohort for 3 consecutive years and funded his degree study with Book price, awards and tuition. He has worked in Defence, Electronics and Semiconductor Industries. His current interests include Machine Learning, Deep Learning, Artificial Intelligence, Internet of Things, Robotics and Programming.

Dr. Alfred Ang is a ACTA certified trainer and DACE certified course developer. He was Distinguished Toastmasters (DTM) and Senior Member of IEEE. He has published more than 20 peer reviewed papers and co-inventors for more than 20 inventions.

WSQ  Deep Learning Trainer

Marcel is a ACTA certified trainer. Here graduated with majors in Applied Mathematics and Physics from the National University of Singapore.
His core specialisation skills are R, Python, Machine Learning, Statistical Analysis, and Data Visualisation in Tableau. His current interests include Machine Learning, Deep Learning, Artificial Intelligence, Internet of Things, Robotics and Programming.

WSQ Deep Learning TrainerQuah Chee Yong Chee Yong is an experienced professional who has held various Technical, Operations and Commercial positions across several industries A firm believer that AI can create a better world, he has equipped himself with the Knowledge and Skills in the fields of Data Science, Machine Learning, Deep Learning and Cloud Deployment He has a deep passion for training & facilitating and is currently a Singapore WSQ certified Adult Educator. He particularly enjoys the interactive engagements with his fellow trainers and learners

WSQ  Deep Learning TrainerTruman Ng is a ACTA certified trainer that graduated with Bachelor Degree in Electrical Engineering from NUS in year 2002. He designed Artificial Intelligence (AI) controller for DC-DC Power Convertor by using Fuzzy Logic and Neural Network (NN) as his university Final Year Project.

Truman has over 15 years project experiences across Database & Web Design, PLC machinery, Data Center Design , Structure Cabling System(SCS) and Enterprise Network Design and Implementation. He used to be a network architect for Hewlett Packard, working with a group of virtual team from the US in handling network design and projects in the States.

Truman is the founder of Nexplore (S) Pte Ltd. He provides solutions of Cloud SaaS, IaaS & PaaS and Software Defined Network (SDN), VoIP and Internet Security. He was engaged by Huawei Global Training Center to provide 60+ consultations and trainings for Internet Service Providers(ISP) from Malaysia, Singapore, Brunei, Philippines, Australia, Poland, Iran, South Africa, Swaziland, Cote Dlvoire, Syria, Uzbekistan, New Zealand and countries over the world.
As achievement, Truman has successfully completed 100+ IT network projects for Bank, Hotel and Factory within 5 years.
Truman is certified in PMP, Cisco CCNP, CCIP, CCDP, HP Ase and Huawei HCNP, HCIE R&S, HCNA Cloud, HCNA Security, etc.

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