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

PREPARATION

Up to 30 days of preparation time will be provided to prepare for the certification. Utilize this time to familiarize yourself with the workflow and the study guide. You may start the assessment any time during this 30-day window.

EXAM

The assessment consists of 50 questions that must be completed within a 60 time limit. The question format encompasses multiple-choice questions and multiple-answer questions, which require you to identify and select the correct answers from the provided choices.

PROJECT SUBMISSION

You will need to complete a starter project written in the Python programming language, which includes various tasks and specific requirements that must be fulfilled within a 5-hour timeframe.

Participants are granted three opportunities to test whether their project submission adheres to all the specified requirements. Should the 5-hour time limit expire without a project submission being made, the participant will be considered unsuccessful in the certification.

EXIT INTERVIEW

Answer five questions designed to assess your understanding of the submitted work, covering areas such as TensorFlow skills, Fundamental Neural Networks, Image Classification, Natural Language Processing, Time Series prediction, and other technical inquiries.

You will be provided up to 3 days to prepare for your exit interview. Each question must be answered in 2 minutes.

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

English is utilized throughout the certification, including the assessment, project submission, and interview.

Tools & Equipment Required

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 higher.

Screen resolution

1366 x 768 (Recommended Full HD 1920 x 1080).

Software

IDE such as PyCharm or VSCode

Library

numpy==1.24.3
pandas==2.0.3
Pillow==10.0.0

scipy==1.13.3
tensorflow==2.13.0
tensorflow-datasets==4.9.2

Webcam

GPU (recommended)

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 2.13.xx.

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 Concepts

Neural Network Construction

Convolutional Neural Network (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

Generative AI

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 DCML Handbook

Pricing

AI-generated image by DALL-E.

Dev Certification for Machine Learning with TensorFlow (DCML)

~~IDR 2.500.000~~
IDR 450.000

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

Start Now

What is Included:

Project Submission

Certification Exam

Online Interview

Study Guide

Help Center

Testimonials

Fadel Pramaputra Maulana

Packaged App Development Analyst - Accenture

I’m grateful for the experience of completing the Dev Certification for Android on dev.cert. It really helped me deepen my skills in Android development. The practical projects and assessments made sure I could apply what I learned. This certification has boosted my confidence to grow further in my career.

Ibnu Batutah

Research & Development Engineer - Rolling Glory

Completing the dev.cert certification was a game-changer for my career. It didn’t just validate my skills; it pushed me to a deeper level of technical understanding and confidence. The challenges were practical and relevant to the current industry, and the feedback helped me grow as a developer. I’d highly recommend it to anyone serious about leveling up in the industry.

Septa Alfauzan

Flutter Developer - Delta HQ Pte. Ltd

I recommend dev.cert for whoever needs to validate their Android capabilities on the same level as the global Associate Android Developer (AAD) certification.

Rijal Muhyidin

Mobile Developer - Bank Wonosobo

After completing and achieving this certification, my confidence has increased. I am ready to join big tech.

Frequently Asked Questions (FAQ)

Can the certification use machine learning frameworks other than TensorFlow?

Currently, the certification is only available using TensorFlow.

Is the certification available in languages other than English?

Currently, only English is available.

What happens if I don't complete any certification stages during the provided time limit?

Failure in completing certification stages within the provided time limit will result in you failing the certification. Hence we strongly suggest you utilize the 30-day preparation time to find a schedule where you can focus on the assessments.

Can I retake the certification if I am unsuccessful?

Yes, you will be able to retake by completing a new purchase.

How long is the certification valid for?

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

Have any questions?

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