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Dev Certification for Machine Learning with TensorFlow (DCML)

Validate your expertise in machine learning and AI using TensorFlow. Get certified and achieve your dream career.

CERTIFICATION PARTNER: DICODING

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Certification Mechanism

EXAM

There are 50 questions with a 60-minute time limit on the provided link.

PROJECT SUBMISSION

After completing the multiple choice questions, there is a starter project in Python programming language containing various tasks and requirements that must be completed within 5 hours.

During this time, participants have 3 attempts to test whether their project meets the requirements or not. If the project is not completed after 5 hours, the system will accept the results according to the last condition.

EXIT INTERVIEW

After completing the project, answer 5 questions designed to test understanding of previously created projects, such as TensorFlow skills, Neural Network Fundamentals, Image Classification, Natural Language Processing, Time Series prediction, and other technical questions.

Prerequisites

Knowledge

This certification can be taken by participants who have basic knowledge related to machine learning. Starting from TensorFlow skills, Neural Network Fundamentals, Image Classification, Natural Language Processing, to Time Series prediction.

Language

The certification consists of a project submission and final interview in English.

Certification Equipment

Internet
Must have adequate internet access through 
a computer.
Operating System
Windows, Linux, or MacOS (64-bit).
Processor
Prosesor: Intel i3 (Recommended Core i5 or higher).
RAM
8 GB or more.
Screen Resolution
1366 x 768 (Recommended Full HD 1920 x 1080).
Software
Python 3.9, IDE e.g PyCharm or VSCode.

Library

  • numpy==1.24.3
  • pandas==2.0.3
  • Pillow==10.0.0
  • scipy==1.10.1
  • tensorflow==2.13.0
  • tensorflow-datasets==4.9.2
Webcam
GPU (recomended)

Certification Content

Dev Certification for Machine Learning with TensorFlow (DCML) is a certification program to validate skills and knowledge in using TensorFlow.

This certification focuses on the practical skills and knowledge needed to develop machine learning applications, specifically solving problems by building various models using TensorFlow 2.x.

The Dev Certification for Machine Learning with TensorFlow (DCML) will test the ability to build various machine learning models, from setup and installation to deployment and serving. Here is the list of skills assessed in this certification.

SETUP AND INSTALLATION
DATA PIPELINE
TENSORFLOW CORE CONCEPT
NEURAL NETWORK CONSTRUCTION
CONVOLUTIONAL NEURAL NETWORKS (CNN)
NATURAL LANGUAGE PROCESSING (NLP)
TRANSFER LEARNING
TIME SERIES AND FORECASTING
CUSTOM TRAINING WITH tf.GradientTape
MODEL TRAINING
MODEL EVALUATION AND VALIDATION
DEPLOYMENT AND SERVING

Master the above skills to be ready for Dev Certification for Machine Learning with Tensorflow (DCML). Demonstrate essential capabilities in using Tensorflow to develop effective machine learning solutions.

Additionally, prepare for this certification by mastering TensorFlow skills, Neural Network Fundamentals, Image Classification, Natural Language Processing, and Time Series prediction.

See Handbook

Pricing

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Essentials

IDR 2.500.000

Perfect for those who want to validate their Machine Learning skills.

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What is Included:

Project Submission

Certification Exam

Asynchronous Interview

Certification Preparation Notes

Help Center

Testimonials

Rated 9/10

Tan Bima Wiragama

Student - IPB University

Taking the dev.cert was a transformative experience. It pushed me to apply my knowledge in real-world scenarios and validated my readiness as a developer. The process challenged me to grow, and passing the certification has truly boosted my confidence. I’d highly recommend it to anyone serious about their development career!

Dev Certification for Machine Learning (DCML)

Rated 10/10

Ilham Rafiedhia Pramutighna

AI & Computer Vision Engineer - PT Bengawan Tirta Rekayasa

Completing the dev.cert certification was a very valuable experience. The certification process really tested my understanding of machine learning. I use this certification as a reference to measure my abilities for my future career!

Dev Certification for Machine Learning (DCML)

Rated 9/10

Dzakiyyah Afifah Rahma

Student - Universitas Brawijaya

This test really help me boost my confidence in machine learning

Dev Certification for Machine Learning (DCML)

Frequently asked questions

Can the certification use machine learning frameworks other than TensorFlow?

Currently, certification is only available using TensorFlow.

Are certifications available in languages other than English?

Currently, certification projects and final interviews are only available in English.

What happens if I don't complete the project submission within 5 hours?

You have 10 hours to complete the project. If you finish earlier, you can submit the project right away. If the 10 hours expires and you haven't submitted the project, the certification is considered failed.

Can I retake the certification if I don't pass?

If you don't pass the certification, you can take the next certification after 14 days.

How long is the certification valid?

The certification is valid for 3 years from the date of passing.

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