تحميل Google Certified Professional Machine Learning Engineer torrent - GloDLS
سيل من التفاصيل عن "Google Certified Professional Machine Learning Engineer"

Google Certified Professional Machine Learning Engineer

To download this torrent, you need a BitTorrent client: Vuze or BTGuard
< حجم الخط = 2pt > تحميل هذا السيل
Download using Magnet Link

الصحة:
بذور: 220
leechers: 113
إكمال: 2,015 
آخر فحص: 17-07-2023 18:03:33

< لون الخط أبيض = > نقاط سمعة رافع : 7860




Thanks By

Write a Review for the Uploader:   15   Say Thanks with one good review:
Share on Facebook


Details
اسم:Google Certified Professional Machine Learning Engineer
الوصف:

Description

   Translate business challenges into ML use cases
   Choose the optimal solution (ML vs non-ML, custom vs pre-packaged)
   Define how the model output should solve the business problem
   Identify data sources (available vs ideal)
   Define ML problems (problem type, outcome of predictions, input and output formats)
   Define business success criteria (alignment of ML metrics, key results)
   Identify risks to ML solutions (assess business impact, ML solution readiness, data readiness)
   Design reliable, scalable, and available ML solutions
   Choose appropriate ML services and components
   Design data exploration/analysis, feature engineering, logging/management, automation, orchestration, monitoring, and serving strategies
   Evaluate Google Cloud hardware options (CPU, GPU, TPU, edge devices)
   Design architectures that comply with security concerns across sectors
   Explore data (visualization, statistical fundamentals, data quality, data constraints)
   Build data pipelines (organize and optimize datasets, handle missing data and outliers, prevent data leakage)
   Create input features (ensure data pre-processing consistency, encode structured data, manage feature selection, handle class imbalance, use transformations)
   Build models (choose framework, interpretability, transfer learning, data augmentation, semi-supervised learning, manage overfitting/underfitting)
   Train models (ingest various file types, manage training environments, tune hyperparameters, track training metrics)
   Test models (conduct unit tests, compare model performance, leverage Vertex AI for model explainability)
   Scale model training and serving (distribute training, scale prediction service)
   Design and implement training pipelines (identify components, manage orchestration framework, devise hybrid or multicloud strategies, use TFX components)
   Implement serving pipelines (manage serving options, test for target performance, configure schedules)
   Track and audit metadata (organize and track experiments, manage model/dataset versioning, understand model/dataset lineage)
   Monitor and troubleshoot ML solutions (measure performance, log strategies, establish continuous evaluation metrics)
   Tune performance for training and serving in production (optimize input pipeline, employ simplification techniques)

Who this course is for:

   Anyone wishing to get Google Cloud Certified Professional Machine Learning Engineer

Requirements

   Some prior experience with Google Cloud and Machine Learning will help. Also if you are already certified with Google Professional Data Engineer that will help you greatly.

Last Updated 7/2023
يوتيوب فيديو:
الفئة:Tutorials
اللغة:English  English
إجمالي حجم:6.52 GB
تجزئة المعلومات:E20B1017F088D89B42FFA3F33DCCFE0AA38B5496
وأضاف بها:tutsnode Verified UploaderVIP
تاريخ الإضافة:2023-07-16 00:48:04
سيل مركز:Torrent Verified


تصنيفات:Not Yet Rated (Log in to rate it)


Tracker:
udp://open.stealth.si:80/announce

هذا السيل كما قد تتبع النسخ الاحتياطي
URLآلاتleechersإكمال
udp://open.stealth.si:80/announce6737100
udp://tracker.tiny-vps.com:6969/announce2313659
udp://fasttracker.foreverpirates.co:6969/announce000
udp://tracker.opentrackr.org:1337/announce6931682
udp://explodie.org:6969/announce000
udp://tracker.cyberia.is:6969/announce000
udp://ipv4.tracker.harry.lu:80/announce000
udp://tracker.uw0.xyz:6969/announce000
udp://opentracker.i2p.rocks:6969/announce5430573
udp://tracker.birkenwald.de:6969/announce000
udp://tracker.torrent.eu.org:451/announce000
udp://tracker.moeking.me:6969/announce000
udp://tracker.dler.org:6969/announce721
udp://9.rarbg.me:2970/announce000


ملف قائمة: 





Comments
لا توجد تعليقات نشرت ما زال