Hands on Google cloud platform(GCP) - Data Engineer
What you'll learn
- Understand major components of GCP
- Understand Machine learning fundamentals
- Get introduced to BigQuery
- Know how to use tensorflow on cloud
- Learn about Hadoop and its cloud Counter parts
- Get basics set to be certified
Requirements
- Desire to learn
- Some basic knowledge of RDBMS and SQL is good to have.
- Some basic knowledge about cloud
Description
This course is exclusively designed by NoTEZ to teach about GCP in most simplest way possible.
Students who enrolled for our previous courses on GCP had requested more in the series and hence this course is live.
If you havn't enrolled for our Other courses, enroll today n start exploring more.
This course is designed to give idea about Google' s data engineer certification But Not limited to just that.
This course will give you indepth practical knowledge on various components of GCP.
Enroll today & explore more
Course Overview
Module 1- Introduction
All about Google certification, Overview –Data Engineer Certification, What is and why to use CLOUD?
Module 2 - Hands on GCP
Labs
Module 3 –Hadoop
Introduction to,Hadoop, Hadoop-bigger picture, Hadoop- In detail, HIVE, HBASE,PIG
Module 4- Compute
Introduction to Computing, Google compute engine(GCE), Preemptible Virtual Machine, Google APP engine (G A E), Google container engine ,Kubernetes ( GKE),Comparison,Labs
Module 5- Storage
Introduction, Cloud Storage, BIGQUERY, Data Store, More on cloud storage, Working with cloud storage, Transfer service, Cloud SQL, Cloud SQL – PROXY, Cloud Spanner, Hot Spotting, Data Types, Transactions , Staleness, Labs
Module 6-Big Table
Big Table Introduction, Columnar store, Denormalized Storage, CRUD Operations, Column families, Choice of BigTable
Module 7-Datalab
Module 8-Pub/Sub
Module 9- Dataflow
Module 10-BigQuery
BigQuery Data Model, Querying & Viewing,Labs
Module 11-Machine Learning & Tensorflow
Introduction to Machine Learning, Typical usage of Mechine Learning, Types,
The Mechine Learning block diagram, Deep learning & Neural Networks, Labels, Understanding Tenser Flow, Computational Graphs, Tensors, Linear regression , Placeholders & variables,
Image processing in Tensor Flow, Image as tensors, M-NIST – Introduction, K-nearest neighbors Algorithm, L1 distance, Steps in K- nearest neighbour implementation, Neural Networks in Real Time, Learning regression and learning XOR
Linear Regression, Gradient descent, Logistic Regression, Logit, Activation function,Softmax, Cost function -Cross entropy,Labs
Module 12-Operation & Security
Stack driver, Stack driver Logging, Cloud Deployment Manager, Cloud Endpoints, Cloud IAM ,API keys, Cloud IAM- Extended, Labs,
Who this course is for:
- Anyone wanting to learn about Google cloud
- Anyone interested to take up data engineer certification
- Anyone interested in learning machine learning and tensorflow
- Anyone looking to migrate from hadoop to google cloud
- Anyone wanting to learning something new and interesting
Instructor
![Notez (Rent a Mind)](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64"%3E%3C/svg%3E){kind=avatar}
- 3.6 Instructor Rating
- 1,323 Reviews
- 15,255 Students
- 6 Courses
Found by a team of dynamic young professionals, Notez aims to implant the necessary skills in you, in order to make you excel professionally and personally. You may be a beginner, a curious student, a hobbiest or a working professional looking to upgrade skills, WE have the best content for all.
OUR MISSION STATEMENT
We are a global provider of high-quality, innovative, practical oriented online training. We intend to Enable individuals to achieve competitive advantages through superior enterprise-wide knowledge and skills.
OUR VISION
We envision to Improve every individual's technical performance by helping them acquire the needed skills in the most simplified manner.
Why Notez?
You should go ahead and pick our courses without a second thought! We are unique, dynamic and interactive. Read out the listed points to know what differentiates us from the mass!
1. We are not mere trainers who learn things just for the sake of teaching! We are a bunch of working, well experienced Professionals with a zeal to train the aspirants.
2. This will be a Flexible course. It's your schedule and your environment. Everything at your convenience.
3. We offer even the most advanced of the courses at a pretty much affordable price. As low as affordable by any.
4. Why just learn once? How about having the course in your shelf for a lifetime? Purchase once and have a lifetime access to the course.
5. Your Career advancement is our success.
What's stopping you now? Enroll today. I will see you on the other side of our course.