BigQuery ML – Machine Learning in SQL using Google BigQuery

Udemy
Deal Score+1
Deal Score+1
BigQuery ML - Machine Learning in SQL using Google BigQuery
BigQuery ML Machine Learning in Google Cloud with BigQuery

Create Machine Learning models in Google Cloud Big Query using standard SQL. Big query ML course for ML & Data engineers

Product Brand: Udemy

Editor's Rating:
4.1

Udemy Coupon Code for BigQuery ML – Machine Learning in SQL using Google BigQuery Course. Create Machine Learning models in Google Cloud Big Query using standard SQL. Big query ML course for ML & Data engineers

Created by J Garg – Real Time Learning | 11 hours on-demand video course

BigQuery ML Course Overview

BigQuery ML – Machine Learning in SQL using Google BigQuery

“BigQuery ML lets you create and execute machine learning models in BigQuery using standard SQL queries.” Big Query ML is a blessing for engineers who want to work in Machine Learning domain but lack programming language like Python, R. With Big Query ML, they can use their existing SQL knowledge to build operational production-grade Machine learning models.

What’s included in the course ?

  • Brief introduction to various Machine Learning services of Google Cloud.
  • Fundamentals of BigQuery ML and challenges which it solves.
  • All of the Machine Learning algorithms are explained in 2 Steps :
  • Step 1 : Theoretical explanation of working of an ML algorithm.
  • Step 2 : Practical implementation of the ML algorithm in BigQuery ML.
  • Each and every Machine learning algorithm is explained with HANDS-ON examples.
  • Hyperparameter tuning of models, Model Explainability functions, Feature pre-processing functions.
  • Model management operations using bq commands.
  • BigQuery ML pricing (Flat rate & On-demand pricing models).
  • Assignment for each Machine learning algorithm for self Hands-On in Big Query ML.
  • Learn Best practices and Optimization techniques for BigQuery ML.

Machine Learning algorithms explained:

  • Linear regression
  • Logistic regression
  • K-means clustering
  • Boosted Tree
  • Deep neural networks
  • ARIMA+ Time series Forecasting
  • Product Component Analysis (PCA)
  • Matrix Factorization

After completing this course, you can confidently start creating production-grade Machine Learning models in Real-world corporate projects using BigQuery ML.

What you’ll learn

  • BigQuery ML – Learn Machine Learning in Google Cloud using BigQuery.
  • Learn to Train, Evaluate, Inference, Tune and Explain Machine leaning models using standard SQL with Big Query.
  • Theory + BigQuery ML implementation of many Machine learning algorithms.
  • Detailed theory for each of the ML algorithm with a Real-world example implementation in BigQuery ML.
  • Linear regression, Logistic regression, K-means clustering, Boosted Tree.
  • Deep neural networks, ARIMA+ Time series Forecasting, Matrix Factorization, PCA.
  • Hyperparameter tuning of models, Model Explainability functions, Feature pre-processing functions, model management operations in BigQuery ML.

BigQuery for Big data engineers – Master Big Query Internals Best seller

Udemy Coupon Code for BigQuery for Big data engineers – Master Big Query Internals Course. A Complete & deep …

Google BigQuery for Programmers: Analyze & Visualize

Udemy Coupon Code for Google BigQuery for Programmers: Analyze & Visualize Course. Advance your career with Google …

Apache Flink | A Real Time & Hands-On course on Flink Best seller

Apache Flink | A Real Time & Hands-On course on Flink A Complete In-depth and HANDS-ON practical course on …

Who this course is for

  • Machine Learning Engineers
  • Data analysts
  • Data scientists
  • Data Engineers

Taught by J Garg – Real Time Learning

Affiliate Disclosure: Thank you for visiting Udemy Coupons ME. We want to let you know that some of the links on our website are affiliate links. By clicking on these links and making a purchase, we may receive a small commission. This is at no extra cost to you. Our content, including the guidance we provide on education choices, is created with integrity and based on the practical assessment and feedback from our community of users. We focus on helping you find the best online courses to meet your needs, while the affiliate commissions we earn are reinvested into enhancing our platform. We appreciate your support and trust in our recommendations!

Josh Smith
Josh Smith

The Couponos team has over ten years of experience finding free and 100%-off Udemy Coupons. We add over 200 coupons daily and verify them constantly to ensure that we only offer fully working coupon codes. We are experts in finding new offers as soon as they become available. They're usually only offered for a limited usage period, so you must act quickly.