Applied Machine Learning with BigQuery on Google's Cloud Online Course & PDF Guides

Price: 5.00 USD | Size: 1.2 GB | Duration : 2.5 Hours | 48 Video Lessons | ★★★★★ 4.4

BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | FREE PDF Guides

Applied Machine Learning with BigQuery on Google's Cloud Online Course

What you'll learn

You'll receive an introduction to BigQuery specific to machine learning

You Learn the Basics of the Google Cloud Platform, specific to BigQuery

You'll learn the basics of applied machine learning from a machine learning engineer

Learn how to building your own machine learning models at scale using BigQuery

Requirements

You should have a basic knowledge of SQL

You should have basic knowledge of machine learning

Description

Welcome to Applied Machine Learning with BigQuery on Google's Cloud.

Right now, applied machine learning is one of the most in-demand career fields in the world, and will continue to be for some time. Most of applied machine learning is supervised. That means models are built against existing datasets.

Most real-world machine learning models are built in the cloud or on large on-prem boxes. In the real-world, we don't built models on laptops or on desktop computers.

Google Cloud Platform's BigQuery is a serverless, petabyte-scale data warehouse designed to house structured datasets and enable lightning fast SQL queries. Data scientists and machine learning engineers can easily move their large datasets to BigQuery without having to worry about scale or administration, so you can focus on the tasks that really matter – generating powerful analysis and insights.

In this course, you’ll:

Get an introduction to BigQuery ML.

Get a good introductory grounding in Google Cloud Platform, specific to BigQuery.

Learn the basics of applied machine learning.

Understand the history, architecture and use cases of BigQuery for machine learning engineers.

Learn how to building your own machine learning models at scale using BigQuery.

This is a mid-level course and basic experience with SQL and Python will help you get the most out of this course.

So what are you waiting for? Get hands-on with BigQuery and harness the benefits of GCP's fully managed data warehousing service.

Who this course is for:

If you're interested in learning how to build real-world models at scale, this course is for you

If you want to learn the most used service on GCP, this course is for you

If you want to learn why so many machine learning engineers use BigQuery, this course is for you

Course Content

01.01-introduction

01.02-section introduction

01.03-scaling out instead of up

01.04-googles scaled out revolution

01.05-demo creating an account on googles cloud platform

02.01-section introduction

02.02-bigquery defined

02.03-bigquery stores structured data

02.04-parallel execution

02.05-demo web ui

02.06-what bigquery is not

02.07-bigquery technology stack

02.08-demo navigation basics

03.01-section introduction

03.02-three core careers

03.03-applied machine learning

03.04-the machine learning process

03.05-types of machine learning

03.06-why python is king

03.07-install python on windows

03.08-install python on a mac

03.09-array

03.10-basic jupyter notebook navigation

04.01-section overview

04.02-core machine learning libraries

04.03-demo core machine learning libraries

04.04-sourcing data

04.05-exploratory data analysis

04.06-data cleansing

04.07-demo modeling

05.01-section introduction

05.02-linear regression

05.03-demo linear regression

05.04-classification

05.05-demo classification

05.06-what is an artificial neural network

06.01-section introduction

06.02-datasets and tables

06.03-demo datasets and tables

06.04-demo cloud datalab

06.05-demo modeling the titanic dataset in cloud datalab

06.06-demo modeling the iris dataset on cloud datalab

06.07-demo scale cloud datalab

06.08-bigquery ml

06.09-demo bigquery ml binary logistic regression

06.10-installing the google cloud sdk

06.11-demo gsutil navigation basics

06.12-demo segmenting datasets

Code.zip

Related to:

google cloud skills boost

google cloud fundamentals big data machine learning course

google machine learning certification sample questions

google cloud platform fundamentals

google cloud data analytics certification

google machine learning course review

Comments

GIAC Reverse Engineering Malware analysis(GREM) Online Video Course & PDF Guides

Price: 8.00 USD | Size: 5.38 GB | Duration : 40+ Hours | 5 Seasons | ★★★★★ 4.8 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | Bonus Malware analysis PDF Guides GIAC Reverse Engineering Malware analysis(GREM) Online Course & PDF Guides Learn to turn malware inside out! This popular course explores malware analysis tools and techniques in depth. Reverse-Engineering Malware: Malware Analysis Tools and Techniques training has helped forensic investigators, incident responders, security engineers, and IT administrators acquire the practical skills to examine malicious programs that target and infect Windows systems. What You Will Learn Learn to turn malware inside out! This popular reversing course explores malware analysis tools and techniques in depth. training has helped forensic investigators, incident responders, security engineers, and threat analysts acquire the practical skills to examine malicious programs that target and infect Windows systems. U...

The Moxie Stock Method – Simpler Trading Online Course & PDF Guides

Price: 6.00 USD | Size: 4.2 GB | Duration :18+ Hours | 8 Video seasons | ★★★★★ 4.9 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | Bonus PDF Guides The Moxie Stock Method – Simpler Trading Online Course & PDF Guides Here’s your pinpoint accurate method to achieve faster account gains. Now it’s finally possible to look ‘beyond price’ to see stock moves before they happen. What if you could look beyond price and identify big moves in stocks before they happen? Now is your chance to discover how TG achieved 103% account growth with his Moxie Indicator™ Method in a little over a year. Thanks to his proprietary Moxie Indicator™ he consistently predicts “pops and drops” in stocks that allow him to book returns of 10% to 200% (often within days). For the first time, TG is revealing how he catches “Moxie Indicator™ Stocks” before they take off. Whatever you're experience is, this step-by-step training is designed to provide everything you need, including...

Ethical Hacking Complete Course For 2022 Online Course & PDF Guides

Price: 6.00 USD | Size: 3.44 GB | Duration :10+ Hours | ★★★★★ 4.9 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | Bonus PDF Guides Ethical Hacking Complete Course For 2022 Online Course & PDF Guides Learn everything in cyber security from scratch. All important topics of ethical hacking are covered. What you'll learn Windows Hacking and Security Hacking Softwares Creating Trojans and Worms XAMPP Practical Phishing Attack Google Dork Description This course is specially designed for Beginners. You will learn a lot of things in Cyber Security from Scratch. Anyone who is interested in cyber security OR anyone who want to become Ethical Hacker may join this course. You will learn a lot of topics like- 1. Introduction to Ethical Hacking 2. Installing OS 3. Creating virtual lab 4. Types of Hackers 5. Windows Security Architecture 6. Hacking Windows Accounts with or without Software. 7. Hash 8. Other ways to crack windows account 9. Using Live OS 10. Accessin...

SC-900 Microsoft Security Fundamentals Exam Prep Online Course & PDF Guide

Price: 6.00 USD | Size: 1.4 GB | Duration :5+ Hours | 60 + Video seasons | ★★★★★ 4.6 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | Bonus PDF Guide SC-900 Microsoft Security Fundamentals Exam Prep Online Course & PDF Guide Learn the fundamentals of Azure/Microsoft 365 Security, and get certified, with this complete beginner's SC-900 course! What you'll learn Pass the Microsoft SC-900 Azure Fundamentals test Earn the Microsoft Certified Security Fundamentals badge Requirements Excitement to learn Microsoft's constantly growing cloud platform No Azure account or subscription required Description LEARN THE FUNDAMENTALS OF AZURE AND MICROSOFT 365 SECURITY IN ONE DAY! This course is continually improved. Complete preparation for the new SC-900 Microsoft Security, Compliance, and Identity Fundamentals exam. This always-up-to-date course completely covers the SC-900 exam from start to finish. Always updated with the latest requirements. This course goes over...

General Networking - wireless, routers, firewalls, Cisco NAS Online Course & PDF Guides

Price: 5.00 USD | Size: 2.33 GB | Duration :8+ Hours | ★★★★★ 4.5 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | Bonus PDF Guides General Networking - wireless, routers, firewalls, Cisco NAS Online Course & PDF Guides Port forwarding? Dynamic DNS? Home NAS Server? Slow Wireless? Learn how to fix your home nework. Includes 802.11ac! What you'll learn To provide insight into Networking and learn how to configure a router Develop working knowledge of how networks operate Learn about security, wireless, troubleshooting Find out how to configure an IP Camera and NAS Servers Learn how to fix your network Sort out wireless issues Hands-on labs and real world examples, including hosting your website (WordPress) The course emphasizes the practical application of skills Designed to help you develop the career skills in networking Requirements Interest in learning the basics of this technology General knowledge of computers, Internet and MS Windows Would be grea...

Secure Operations and Protections Online Course

. Price: 5.00 USD | Size: 6.12 GB | Duration :3.34 Hours | 58 Video seasons | ★★★★★ 4.5 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | Bonus PDF Guides Secure Operations and Protections Online Course Overview: Understanding how to keep data operations secure and protect data is a critical part of any organizations day-to-day business. With more than 3 hours of video training, Secure Operations and Protections LiveLessons dives into the methodologies behind how organizations and secure operation centers observe, collect, and secure data. This course provides the learner with an understanding of basic operations and architectures that a Security Operations Center would encounter by examining standard software development life cycles and change control processes. Topics include: Security Solutions for Infrastructure Management Software Assurance Best Practices Change Control Communications Process Response Coordination Process Data Criticality Process Table ...

Ethical Hacking Kali Linux for Beginners Online Course & PDF Guides

Price: 6.00 USD | Size: 2.21 GB | Duration :3.5 Hours | ★★★★★ 4.5 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | Bonus PDF Guides Ethical Hacking Kali Linux for Beginners Online Course & PDF Guides What you'll learn What is Cyber Security ? Basic Linux Commands Kali Linux Command Line (CLI) Netcat (nc) Essentials Wireshark Bash Scripting (Shell Scripting) Passive Information Gathering Techniques Active Information Gathering Techniques Scanning with Nmap Web Application Attacks The Metasploit Framework Essentials Description What is ethical hacking? Ethical hacking involves an authorized attempt to gain unauthorized access to a computer system, application, or data. Carrying out an ethical hack involves duplicating strategies and actions of malicious attackers. This practice helps to identify security vulnerabilities which can then be resolved before a malicious attacker has the opportunity to exploit them. Also known as “white hats,” ethical hackers a...

CompTIA Data+ (DA0-001) Cert Prep Data Analysis Online Course

Price: 4.00 USD | Size: 543 MB | Duration : 1 Hour | 20+ Video seasons | ★★★★★ 4.8 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | Bonus PDF Guides CompTIA Data+ (DA0-001) Cert Prep Data Analysis Online Course Course description Are you interested in pursuing a certification in data analytics? This course—the third in a six-part certification prep series—is designed specifically for newcomers to the field who are seeking their CompTIA Data+ certification. Join instructor Mike Chapple as he takes you through various data analysis techniques and helps you prepare for the Data+ exam. Learn more about all the material on domain three of the test. Get the skills you need to excel in sections on descriptive statistics, inferential statistics, analytic techniques, and common analytic tools. Mike covers not only what you need to know, but also how to put your knowledge into practice down the road. Upon completing this course, you’ll be better prepared to tackle th...

Hands-on with Cisco Meraki Wireless Access Points Online Course

Price: 5.00 USD | Size: 2.7 GB | Duration : 2.21 Hours | 13 Video seasons | ★★★★★ 4.5 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | Hands-on with Cisco Meraki Wireless Access Points Online Course CISCO MERAKI WIRELESS MANAGEMENT Discuss Cisco Meraki Cloud Architecture Start With The Dashboard Review Management Structure Identify Licensing Considerations CISCO MERAKI WIRELESS DESIGN FUNDAMENTALS Review Wireless Network Enterprise Design Describe High Density Wireless Deployments Describe Meraki's Mesh Deployment CISCO MERAKI ACCESS POINT SETUP Open The Box Setup Access Point In The Dashboard Installing A MR56 Access Point Configure An Installed Access Point Monitor And Troubleshoot AP Setup Related to: cisco meraki firewall cisco meraki products cisco meraki access point cisco meraki login cisco meraki revenue cisco meraki careers cisco meraki logo cisco meraki glassdoor

Overnight Profit Strategy (Pro version) – Simpler Trading Online Course & PDF Guides

Price: 15.00 USD | Size: 18.5 GB | Duration :19+ Hours | 20 Video Lessons | ★★★★★ 4.8 BRAND : Expert TRAINING | ENGLISH | INSTANT DOWNLOAD | Bonus PDF Guides Overnight Profit Strategy (Pro version) – Simpler Trading Online Course & PDF Guides Don’t You Sleep A Wink? It’s Time To Sleep Like A Baby – Overnight Profit Strategy Pro Package by Simpler Trading Overnight Profit Strategy Pro Package by Simpler Trading unveils how Allison Ostrander gained such strikingly high profits, without spending hours in front of monitoring screens. She could even enjoy time with her family on a vacation while the money has flown to her pocket. It is time to stop you from sleeping a wink with the Overnight Profit Strategy Pro Package by Simpler Trading, which is extracted from real case studies of Allison Ostrander. You will be brought to your notice of how to utilise Divergent Bar tool to increase the accuracy of the next bar projection and identify the reversals at the o...

Expert Training Video Course & PDF Guides

Search This Blog