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Blogs

Thanks for reading. Here you will find a huge range of information in text, audio and video on topics such as Data Science, Data Engineering, Machine Learning Engineering, DataOps and much more. The show notes for “Data Science in Production” are also collated here.

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Recent Blogs

5 Essential Evaluation Metrics for LLMOps & FMOps (and how to...
Evaluating large language models (LLMs) is crucial to ensure their effectiveness, reliability,...
Must Attend Data Conferences for CDAOs in Retail
Why attend events? Unless you are new around here you will be aware that at Advancing...
Can GraphRAG finally solve the Kendrick & Drake dispute?
Following on from Part 1 where I introduced GraphQL and it’s popularity let’s take that a step...
IDAHOBIT Day: A Beacon for Equality and the Prelude to Pride Season
Introduction The International Day Against Homophobia, Biphobia, and Transphobia (IDAHOBIT) is...
The Rise of GraphQL
Introduction: With a world wide industry market cap of $7.1 trillion and substantial...
Partnering with dbt Labs: enhancing our analytical engineering...
Advancing Analytics are thrilled to announce that we have partnered with dbt Labs, the company...
LLMOps With PromptFlow
Imagine stepping into a world where artificial intelligence (AI) and machine learning (ML)...
AI
Comparison of Prompt Flow, Semantic Kernel, and LangChain for AI...
Introduction The world of AI is moving super fast! It's like we're on a speedy train, watching...
Why Data Products are a terrible idea!
Data Products Data Products are currently experiencing a rise in prominence largely due to the...
Sound the alarm! Why you should start thinking about your LLM...
As the digital landscape braces for a transformative AI shift, the spotlight turns to...
A Journey to Data and AI Maturity
Data and AI Maturity is a journey that every organisation is on, whether they are aware or...
Celebrating Chinese New Year 2024 - The Year of the Dragon
As a round-up for February from the DIBs team, we bid farewell to the Year of the Tiger, and...
An Ultimate Guide to Databricks Unity Catalog
Databricks Unity Catalog (UC) has gained significant attention lately, with Databricks making...
Data Governance: Embrace the Boring Stuff
Data Governance – you have heard the term a million times and not once has it driven...
Plate or Bowl: A Simple Case Study in Prompt Refinement
At Advancing Analytics, we have a question we like to ask new hires: Are you a plate or a...
Fabric Notebook Concurrency Explained: Update
Fabric Concurrency Fabric has been in general availability for a couple of months now, I...
Haberdashery! The Ultimate Analytics Engineering Guide to Curating...
Analytics Engineering is a subject close to my heart, having emerged as a new discipline over...
Introduction to Polars
If you’ve ever used Python for analytics you’ll have no doubt heard of Pandas, the incredibly...
Fabric Notebook Concurrency Explained
If you keep up with the latest developments in the data space, you will probably know that...
Dude, Where's my Copilot?
You couldn’t miss all of the Copilot hype at Microsoft Ignite this year, and of course that...
Why you should be a Data Culture Vulture
Data culture refers to an organisation's collective mindset and behaviour when it comes to...
When is an Aggregate not an Aggregate?
I am irked. As a father of two high school aged children, this is not uncommon, but for once...
Fabric and Tabular Editor
It’s no secret that I’m a big advocate of Tabular Editor (TE). I recently wrote about it on my...
Microsoft Ignite 2023 - AI Roundup
AI was the very first thing mentioned in Satya Nadella’s opening keynote of Microsoft Ignite...
Microsoft Ignite 2023 – Fabric Round-up
Last week was Microsoft’s Ignite conference hosted in Seattle and we were on the edge of our...
The 4 Best Vector Database Options for your LLM Projects
As the potential of Generative AI and Large Language (LLM) models continue to grow at a...
How Intel technology stack improved model training in Advancing...
The ability of AI to transform and improve processes for businesses is seen across many...
10 Reasons Why You Need to Implement RAG – A Game-Changer in AI!
In today's rapidly evolving AI landscape, large language models (LLM) are making waves across...
Azure’s PromptFlow: Deploying LLM Applications in Production
In the ever-changing world of Artificial Intelligence (AI), new tools and frameworks are...
YOUR NEW ACTION HERO! What is Data Activator?
Data Activator is the newest experience to be added to Microsoft’s unified...
Unleash the Power of AI Without Breaking the Bank: A Guide to Azure...
Inspired by Shishir Garde's informative piece on Azure Budgets and Azure OpenAI Cost...
How to Achieve Perfect Sprint Planning
This title is a misnomer as perfection is a fallacy, and there’s no such thing as perfect. So...
Is your Data Demoralized?
Let me introduce you to the hippest new buzzword term in the data world; Data Demoralization....
Hydr8 Achieves Databricks Brickbuilder Status
Earlier today, Advancing Analytics and our Data Lakehouse Accelerator, Hydr8, were announced...
AI
AI-Driven Employee Empowerment: Crafting Tailored Learning Paths for...
In the rapidly evolving world of work, continuous learning and skill development are more...
Exploring Machine Learning in Microsoft Fabric: Should Data...
Introduction Fabric is Microsoft’s recently announced SaaS all-in-one analytics platform. It...
Introducing 'Ask Databricks': Your Direct Line to Product Experts
Have you ever wondered about the people behind Databricks’ products and tools? What vision...
What's in a name? Naming your Fabric artifacts
Who Cares? Does it really matter what you call your artifacts when you create them in a Fabric...
Project Lighthouse: Leveraging Walmart Luminate for Data-Driven...
The world of CPG and retail is evolving more rapidly than ever, increasing the pressure on...
Getting Started with Microsoft Fabric Licensing
Microsoft Fabric is a Software-as-a-Service platform (SaaS) which enables you to build an...
Tips for the Databricks Certified Data Analyst Associate Certification
Following on from my previous blog post about the Data Engineer Associate certification, this...
Tableau vs. Power BI: A Comparison of Leading Data Visualisation Tools
In the realm of data visualisation and analytics, Tableau and Power BI have emerged as two...
Microsoft Fabric: An End to End Implementation
This blog will walk you through the entire data lifecycle of ingesting data from SharePoint...
A Well-architected Lakehouse with Hydr8
The Azure well-architected framework is a set of principles to help you achieve excellence in...
Architecting a Successful Analytics Platform in Microsoft Fabric
It’s really easy to get started with Microsoft Fabric. We can ingest data, transform it, and...
Large Language Models as Collaborative Tools in BEAM Sessions
A few weeks ago I had the privilege of attending a three-day training course on Business Event...
Bringing Fabric to your Data Lakehouse
We've built countless Lakehouses for our customers and influenced the design of many more....
The Power of Verti-parquet & DirectLake in Fabric
In the data engineering field these are two pain points at the core of our work. We must...
World Refugee Day
What is World Refugee Day? Every year on June 20th, the world comes together to recognise...
Data Lakehouse vs Data Warehouse in Microsoft Fabric
If you have had a play around with Microsoft Fabric you will have seen that there are lots of...
Microsoft Fabric: An introduction to OneLake
As data engineers, we face many challenges daily. Data is often distributed across many...
10 Amazing Features of Microsoft Fabric!
Fabric is Microsoft’s brand-new SaaS analytics platform just announced at their Build...
What is Microsoft Fabric? An Introduction
What is Microsoft Fabric? Fabric is Microsoft’s shiny new all-encompassing...
Using Databricks SQL in VSCode
Recently, I had the opportunity to explore the Databricks SQL extension for VSCode, and I was...
Introduction to Databricks SQL
Databricks SQL is a powerful tool for querying and analysing data in Databricks Lakehouse. It...
Medallion Architecture: What is it?
Businesses are currently in a data Gold Rush. With the vast array of Data Sources and types of...
A Hybrid Approach to Fraud Detection
Image from Financial IT Being able to detect fraud is one of the major issues faced by...
Azure OpenAI vs OpenAI: What's the Difference?
Written by Gavita Regunath and Anna Wykes TL;DR: Azure OpenAI Service provides a safe and...
Tips for the Databricks Certified Data Engineer Associate...
After passing the Databricks Certified Data Engineer Associate certification in July of last...
Simplifying Machine Learning Deployment with Azure’s Managed Endpoints
This blog post was written jointly by Gavita Regunath, Principal Data Scientist at Advancing...
MLOps - Hints and Tips for more Robust Model Deployments
Introduction Machine learning (ML) model deployment is a critical part of the MLOps lifecycle,...
MLOps - A Quick and Easy Guide to Model Deployment using Azure...
Introduction Deploying machine learning (ML) models into production can be challenging, as it...
Supporting Colleagues during Ramadan
The Basics What is Ramadan? Ramadan is the 9th month of the Islamic calendar. It is considered...
An Introduction to SunBeam
SunBeam™ is a data modelling approach established at Advancing Analytics by our resident Power...
10 reasons why Azure Databricks for Machine Learning Rocks!
The world of machine learning is constantly evolving, and businesses today face many...
Image Classification — Dealing with Imbalance in Datasets
Introduction Image classification is a standard computer vision task and involves training a...
Partnering with Dataiku: Enhancing Our Data Science and Machine...
Advancing Analytics are thrilled to announce that we have teamed up with Dataiku, the platform...
Maximising Customer Value with 360 View and Machine Learning
We all know the phrase "customer is king"— it's all about putting the customer at the centre...
AI
Retail Customer Upsell. Using a Classification Model on a Kaggle...
What is this article about? This article will follow the process of using a classification...
AI
Overcoming Manufacturing Industry Challenges with Big Data. Demand...
Manufacturing is an industry that is increasingly turning to data and artificial intelligence...
Has the Data Engineer replaced the Business Intelligence Developer?
It seems these days that every person I talk to is either a scientist, engineer or architect,...
Exploring the Differences: Multi-dimensional Modeling vs Relational...
Reinventing new solutions Over the weekend I joined an ongoing question about what is a Data...
AI
Understanding ChatGPT as explained by ChatGPT
In 2022 Language models exploded in popularity. Their uses are seeping into every aspect of...
UNDERSTANDING RECOMMENDATION ENGINES
At present, recommendation engines have gained popularity within the businesses and e-commerce...
GIS in Databricks
Introduction The topic of Geographic Information Systems (GIS), finds its way into the data...
Seeding Files With dbt
File seeding is a useful way of maintaining and deploying static, or very slowly changing,...
Getting Started with dbt
What is dbt? dbt is an abbreviation for data build tools. It is primarily a SQL based...
Introduction to Analytics Engineering
Analytics Engineering is a relatively new term in the world of data, having been pioneered by...
Distil8 — Solution Accelerators
Many businesses recognise the benefits of Artificial Intelligence (AI) and Machine Learning...
Tableau Tutorials: How to Create a Parameterized Table
Let’s say you’re planning to present a large table of information and you want the user to be...
What is Kubernetes?
What is Kubernetes? "Kubernetes is a portable, extensible, open source platform for managing...
Feature Stores and Why You Need Them
The Machine Learning and DevOps are generally well established within the data industry, with...
Sustainability Reporting Accelerator
Social expectations of businesses and industries are increasing—in relation to Environment,...
Data + AI Summit recap - Data sharing announcements
Amid the plethora of announcements coming out of the DATA + AI Summit a few weeks back, there...
Starting Advancing Analytics
I am super excited to announce my new venture. For the last 2 years I have been working for...
Data and AI Summit 2022 ML Announcements
With 5000 in-person attendees and 60,000 online attendees at the Data and AI Summit 2022...
Data and AI Summit 2022 Announcements
With the Advancing Analytics team having dispersed from San Francisco following an incredible...
Get Started with Clustering: The Easy Way
How does clustering work, and why is it so important for businesses? This article provides a...
10 Incredibly Useful Clustering Algorithms
In the previous article, we explained how clustering, an unsupervised machine learning method,...
Tips for the Databricks Certified Associate Developer for Apache...
After diving in to (and passing!) the Associate Developer for Apache Spark 3.0 exam...
Tips for the Databricks Certified Associate Developer for Apache...
Following on from my previous post I wanted to cover off some more key topics that can really...
What is MLOps and Why Do You Need It?
MLOps (Machine Learning Operations) is the set of processes for the production ML lifecycle,...
Model Deployment Options in Azure
There are so many options to deploy models in Azure that is can get quite overwhelming. In...
Opening the eyes of the machine: Computer vision with AutoML (Part 1)
By Gavita Regunath and Dan Lantos Automated Machine Learning, or AutoML, has gained a lot of...
How NeoInsurance is disrupting traditional Insurance
Insurance Disruption How NeoInsurance and Insuretech are changing the way we cover consumers...
AI
10 Ways AI & Machine Learning can drive Revenue in Insurance
Last week, Advancing Analytics attended BIBA 2022. It was a great opportunity to catch up with...
The No-Code Road to Churn Prediction
For any service company that bills on a recurring basis, a key variable is the rate of churn....
Design an Azure Data Platform that InfoSec will love - Azure Storage
This is the third in a series where I look at all of the resources common to a Data Lakehouse...
Design an Azure Data Platform that InfoSec will love – Azure...
In the first post of this series, I set out the foundation of our secure Data Lakehouse. It...
Design an Azure Data Platform that InfoSec will love
Reference architectures are great! You've got all of the key components in there, nice and...
Writing a Single JSON File in Databricks
When writing to a JSON destination using the DataFrameWriter the dataset is split into...
Azure Synapse Serverless Lake Access Patterns
I've been working with a client to build a large Data Lakehouse platform predominantly using...
Why Data Quality is Important
Data is among the most valuable assets for any organisation. Without data, the ability to make...
Using GPT-3 Model to Generate Romantic Comedy Movie Summaries
Valentines Day is approaching and what better way to celebrate than to play around with AI...
Querying Movie Data on Wikipedia using DBpedia and SPARQL
Getting data from Wikipedia is no easy feat. At first glance, it seems like the easiest way...
Advancing Analytics at SQLBits 2022
SQLBits 2022 is just around the corner, taking place between March 8th and 12th at the ExCel...
Recommender Systems — Using Snorkel for Relevance Labelling
Introduction to Snorkel Created in Stanford in 2016, Snorkel is a system for programmatically...
On-Premise Self Hosted Integration Runtime for Azure Data Factory:...
Introduction In this post I will discuss the solution to a problem that plagued me on a client...
Getting Started with Graph Analysis in NetworkX
Introduction NetworkX is a Python package for the creation, manipulation, and study of the...
A Beginner’s Guide To Understanding Feature Stores
Feature stores are rapidly gaining popularity in the machine learning environment. When I...
How to Fix Different Types of Model Drift
Introduction Model drift refers to the decline of model performance due to changes in data and...
Optimisation in Business
Introduction The word optimisation is thrown about in the business world, quite often due to...
DevOps for Databricks: Using Rest API & Python in YML CI/CD Pipelines
Welcome to the third instalment in my DevOps for Databricks blog series. Here we will take the...
DevOps for Databricks: Databricks Rest API & Python
In this blog series I explore a variety of options available for DevOps for Databricks. This...
Computer Network Basics
Introduction My motivation for writing this blog post was largely to share my own journey in...
AI
Understanding The Difference Between AI, ML, And DL: Using An...
I debated whether to write this piece for a long time. This was due to several factors. At a...
DevOps for Databricks: Getting Started
As a consultant and Data Engineer I’ve lost count of the number of times I’ve been asked “how...
Databricks Execution Plans
The execution plans in Databricks allows you to understand how code will actually get executed...
Databricks Delta Cache and Spark Cache
As data sizes and demand increases as time goes on, you often see slowness on Databricks this...
Slowly Changing Dimensions (SCD Type 2) with Delta and Databricks
From Warehouse to Lakehouse Pt.2 SCD Type 2 in SQL and Python Introduction For more...
Slowly Changing Dimensions (SCD Type 1) with Delta and Databricks
From Warehouse to Lakehouse Pt.1 SCD Type 1 in SQL and Python Introduction With the move to...
Terraform Databricks Labs
In late 2020, Databricks introduced Databricks Labs a collection of Terraform Providers that...
An Introduction to Serverless Computing and Function-as-a-Service
What is Serverless Computing? The term serverless computing can be misleading; how can you...
6 Ways AI is Transforming the Finance Industry
"AI is the 'new electricity' … just as electricity transformed many industries roughly one...
Azure Data Lake ACL Introduction
Introduction to ACL’s Access Control Lists (ACLs) offer low-level control of access to the...
Databricks Labs: Data Generator
Databricks recently released the public preview of a Data Generator for use within Databricks...
Data Mesh Deep Dive
In a previous post, we laid down the foundational principles of a Data Mesh, and touched on...
What is Data Mesh?
To be able to properly describe what Data Mesh is, we need to contextualise in which...
Facebook Prophet and the Stock Market (Part 2)
Understanding how Prophet does what it does. Prophet-generated FTSE100 fitting and forecast....
Explainability AI
Written by Dan Lantos, Ayodeji Ogunlami and Gavita Regunath TL;DR SHAP values are a...
Facebook Prophet and the Stock Market (Part 1)
Using Facebook’s Prophet library to forecast the FTSE 100 index. By Dan Lantos Photo by Maxim...
Pride 2021 and Advancing Analytics
The History of Pride Pride Month commemorates the June 1969 Stonewall Riots in New York City....
10 Incredibly Useful Time Series Forecasting Algorithms
To Make An Impact In Your Business By Gavita Regunath and Dan Lantos “The goal of forecasting...
Mental Health Awareness Week 2021 at Advancing Analytics
All of us know someone who has experienced challenges with mental health. Whether they have...
Autism Awareness Week 2021 and Advancing Analytics
Autism, or autism spectrum disorder (ASD) is a complex, lifelong developmental disability....
International Trans Day of Visibility 2021 and Advancing Analytics
Today is International Trans Day of Visibility! An annual commemoration dedicated to raising...
Spark 3.0 Questions and answers from the Data AI Summit
At the Data + AI Summit, Simon delivered a session on “Achieving Lakehouse Models with Spark...
Databricks SQL Analytics Workspace - The Evolution of the Lakehouse
We have discussed in the past this idea of the lakehouse, the aspirational target of many...
Announcement: Microsoft Triple Gold Partner
We are incredibly pleased to announce that we have obtained another Gold Partner accreditation...
Identifying Data Outliers in Apache Spark 3.0
The secret to getting machine learning to work effectively is in ensuring that the data we are...
We only have one planet, let’s look after it!
Advancing Analytics - CarbonNeutral® company certification From the beginning, Advancing...
Deploy models (almost) anywhere with ONNX.ai
We often talk about productionisation of Machine Learning being the hardest problem in Data...
Will Koalas replace PySpark?
One of the first of many big announcements at the 2020 Spark and AI Summit was the official...
Working with Data Schemas and Models in Scala: Case Classes
This is the third of my blogs in the Scala Parlour Series, in which we explore Scala, and why...
Understanding Azure Synapse Analytics
You might have seen that I’ve been pretty busy recently, digging into the new Azure Synapse...
Scala For Big Data Engineering – Monads
This is the second of my blogs in the Scala Parlour Series, in which we explore Scala, and why...
Azure Synapse Analytics - Microsoft's Flagship Lakehouse Now in...
Today’s the day! There’s much buzz & excitement as we FINALLY get to see Azure Synapse...
Selecting the right Recommendation System
Introduction Putting the right products in front of your customers at a time they are...
Scala For Big Data Engineering – Why should you care?
The thought of learning Scala fills many with fear, its very name often causes feelings of...
Practical Azure Databricks & Practical Azure Data Factory (May 2020...
We have partnered up again with our good friends at Orange Man in Denmark to deliver our Azure...
The Data Lakehouse – Dismantling the Hype
That’s right, we’ve entered a new decade, it’s time for a new buzzword to define what we’re...
Microsoft Gold Partners!
We are kicking off 2020 by announcing that we are now Gold Partners for both Data Platform and...
Data Engineer's Takeaways from Spark & AI Summit 2019
We spent the best part of October speaking at various conferences in Europe, but we took...
Azure Data Factory & Databricks Training in Denmark
We have partnered up with our good friends at Orange Man in Denmark to deliver our Azure...
European Conference Downloads and Stats
Today marks the end of our European conference tour. In the first 3 weeks of October we racked...
Advancing Analytics in Europe. Microsoft MVP
In October and November we are going on tour and speaking at a load of different events. We...
Caching and Persisting data in Apache Spark and Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Using PySpark to Join DataFrames In Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Working with Partitioned Data in Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Apache Spark Transformations and Actions in Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Version Controlling Notebooks in Azure Databricks and Azure DevOps
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Creating Your First Machine Learning Model in Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Using Widgets to Create Configurable Notebooks in Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Writing Data to Azure SQL Data Warehouse with Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Reading and Writing Data Guidance for Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Creating a Connection to Azure Data Lake Gen 2 with Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Working with SQL using the DataFrame SQL API in Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Spark & AI Summit Europe 2019
Today is the last day to get a reduced registration fee for the Spark & AI Summit in...
Data Science In Production Episode 6: The Global AI Bootcamp with...
Hey Productionaneers, This Episode was recorded at the Intelligent Cloud Conference in...
Getting Started with Notebooks in Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
How do You Size Your Azure Databricks Clusters?
Every day this month we will be releasing a new video on Azure Databricks. We have done the...
Creating and Configuring Clusters in Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
A Quick Tour of the Azure Databricks Workspace
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
What is Azure Databricks?
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Creating Your First Databricks Workspace
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Introducing the Month of Azure Databricks
Every day this month Advancing Analytics will be delivering a short video on Azure Databricks...
Advancing Analytics Re-awarded as Microsoft Most Valuable...
We are very pleased to announce that our two directors have been re-awarded as Microsoft Most...
Setting up #WindowsTerminal for Data Science
Hi everyone, Just a short blog to show you how to get the new Windows Terminal set up for a...
Should you have an ETL window in your Modern Data Warehouse?
Ah the ETL (Extract-Transform-Load) Window, the schedule by which the Business Intelligence...
Is Kimball Still Relevant in the Modern Data Warehouse?
It’s an emotive question, and probably one that will be as divisive as the Kimball Vs Inmon...
Modern Data Warehousing with Azure Databricks at the #PASSSummit in...
Hey everyone, Advancing Analytics are heading to Seattle in November for the PASS Summit. We...
Unlock the Value of Data Faster Through Modern Data Warehousing
Data has value – I think we’ve finally got to the point where most people agree on this. The...
Introducing our new Director of Engineering!
After an incredible 6 months working with amazing customers on incredible problems the time...
Docker for Data Science: Building a Python Machine Learning Model
Welcome to another blog where we look at Machine Learning in Production. This is an ongoing...
Azure Databricks. The Blog of 63 questions. Part 6
Co-written by Terry McCann & Simon Whiteley. A few weeks ago we delivered a condensed version...
Azure Databricks. The Blog of 60 questions. Part 5
Co-written by Terry McCann & Simon Whiteley. A few weeks ago we delivered a condensed version...
Azure Databricks. The Blog of 60 questions. Part 4
Co-written by Terry McCann & Simon Whiteley. A few weeks ago we delivered a condensed version...
Running Jupyter notebooks in a different folder
When doing demos I am frequently asked how do you point you session of Jupyter Notebooks to a...
Docker for Data Science: Building Web Apps
Building a web application and getting it to run in Docker. If you're a data scientist or Data...
Azure Databricks. The Blog of 60 questions. Part 3
Co-written by Terry McCann & Simon Whiteley. A few weeks ago we delivered a condensed version...
Docker for Data Science: Getting Started & Installing Docker
In the last Docker for Data Science blog we looked at where Docker came from and why it is...
Docker for Data Science: Docker Fundamentals
Why do we need Docker? I have worked in software development for a while and in that time I...
Azure Databricks. The Blog of 60 questions. Part 2
Co-written by Terry McCann & Simon Whiteley. A few weeks ago we delivered a condensed version...
Comparing deployment options for Machine Learning Models in Azure
Last week I delivered a training session on how to deploy machine learning models in Azure. We...
Azure Databricks. The Blog of 60 questions. Part 1
Co-written by Terry McCann & Simon Whiteley. A few weeks ago we delivered a condensed version...
Data Science In Production Episode 5: Data Lakes for Data Science
Hey Productionaneers, In this podcast we explore the concept of data lakes. Data lakes are a...
Data Science In Production Episode 4: #MLFlow with Matei Zaharia
Hey Productionaneers, In this podcast I was able to catch-up with a tech giant Matei Zaharia....
Getting started with #MLFlow in Azure Databricks
MLFlow in Azure Databricks just went in to public preview yesterday. Here is a video which...
Advancing Analytics at #SQLBits 2019
Today is my first day back in the office after attending SQLBits in Manchester last week....
Machine Learning: From Model to Production with the Cloud, Containers...
Hello, On April 26th I will delivering a full day about Machine Learning in Exeter. The...
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    10 Incredibly Useful Time Series Forecasting Algorithms

    Azure OpenAI vs OpenAI: What's the Difference?

    10 Incredibly Useful Clustering Algorithms

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