Канал: the data janitor

Let's Get the Basics Right

Let's Get the Basics Right

Winning on Kaggle is Easy

Winning on Kaggle is Easy

Study Tips

Study Tips

Data Engineering Skills

Data Engineering Skills

How to Prepare for the MLE Role if You're in a Data Role

How to Prepare for the MLE Role if You're in a Data Role

Completely Free Real-World Content

Completely Free Real-World Content

Data Roles Getting More Competitive

Data Roles Getting More Competitive

Data Cleansing Defined

Data Cleansing Defined

Zero is the Number

Zero is the Number

Company Politics

Company Politics

Don't Search the Job Title

Don't Search the Job Title

The SnowFlake Data Engineer

The SnowFlake Data Engineer

The Core Data Roles at Real-World Companies

The Core Data Roles at Real-World Companies

Certifications VS Certificates of Completion

Certifications VS Certificates of Completion

This Job Market Sucks... and Here is the Number One Reason

This Job Market Sucks... and Here is the Number One Reason

Statistics Defined

Statistics Defined

Removing Outliers

Removing Outliers

Do You Know These?

Do You Know These?

What is Data... in Machine Learning?

What is Data... in Machine Learning?

Relational Versus Data Warehouse

Relational Versus Data Warehouse

You Need a Wakeup Call

You Need a Wakeup Call

Question From Quora

Question From Quora

How Database Tables Relate

How Database Tables Relate

The Primary Key

The Primary Key

Database Defined

Database Defined

Database Interface Software

Database Interface Software

High Level Client/Server Architecture

High Level Client/Server Architecture

The Data Engineer Role

The Data Engineer Role

The Data Analyst Job in the Real-World

The Data Analyst Job in the Real-World

The Eighth Lesson From Upcoming Course on Real-World ML

The Eighth Lesson From Upcoming Course on Real-World ML

The Seventh Lesson From Upcoming Course on Real-World ML

The Seventh Lesson From Upcoming Course on Real-World ML

The Sixth Lesson From Upcoming Course on Real-World ML

The Sixth Lesson From Upcoming Course on Real-World ML

The Fifth Lesson From Upcoming Course on Real-World ML

The Fifth Lesson From Upcoming Course on Real-World ML

The Fourth Lesson From Upcoming Course on Real-World ML

The Fourth Lesson From Upcoming Course on Real-World ML

The Third Lesson From Upcoming Course on Real-World ML

The Third Lesson From Upcoming Course on Real-World ML

The Second Lesson From Upcoming Course on Real-World ML

The Second Lesson From Upcoming Course on Real-World ML

The First Lesson From Upcoming Course on Real-World ML

The First Lesson From Upcoming Course on Real-World ML

Ghost Postings on the Rise

Ghost Postings on the Rise

Failure is the Rule, Not the Exception

Failure is the Rule, Not the Exception

The Type of Company is Irrelevant

The Type of Company is Irrelevant

Zillow Fires Data Scientists

Zillow Fires Data Scientists

The SnowFlake Data Engineer Versus the Developer

The SnowFlake Data Engineer Versus the Developer

What Most Real-World Job Posts Look Like

What Most Real-World Job Posts Look Like

The Most Accurate Real-World Model

The Most Accurate Real-World Model

Only 8% are Entry Level Jobs

Only 8% are Entry Level Jobs

Machine Learning Models are not Black Boxes (Mostly)

Machine Learning Models are not Black Boxes (Mostly)

The Top Data Roles for Introverts

The Top Data Roles for Introverts

Programming is a Shortcut Role on One Condition

Programming is a Shortcut Role on One Condition

Nothing Advanced in the Data Analyst Role

Nothing Advanced in the Data Analyst Role

Lies in Machine Learning You Believe

Lies in Machine Learning You Believe

The Top Jobs are in Technology

The Top Jobs are in Technology

Data Science is Dead: Not Machine Learning

Data Science is Dead: Not Machine Learning

Google Got this Right

Google Got this Right

Machine Learning Models are Written by Developers

Machine Learning Models are Written by Developers

Data Engineering has a Requirements Problem

Data Engineering has a Requirements Problem

The Core Niches in Machine Learning

The Core Niches in Machine Learning

This Space is a Mess Everywhere

This Space is a Mess Everywhere

Real-World Questions and Answers in Machine Learning

Real-World Questions and Answers in Machine Learning

Proof ChatGPT is a Joke

Proof ChatGPT is a Joke

Companies Shoulder the Blame for the Collapse of Data Science

Companies Shoulder the Blame for the Collapse of Data Science

Deep Learning Versus Traditional Machine Learning Models

Deep Learning Versus Traditional Machine Learning Models

Let me get this Straight

Let me get this Straight

Most AI Research is a Joke

Most AI Research is a Joke

There is Only one Real-World AI Job

There is Only one Real-World AI Job

Data Science Failing in Unimaginable Numbers

Data Science Failing in Unimaginable Numbers

Data Cleansing is More Important than Modeling

Data Cleansing is More Important than Modeling

ChatGPT Will Not Replace Data Analysts

ChatGPT Will Not Replace Data Analysts

Data Analysts do not Cleanse Data

Data Analysts do not Cleanse Data

High Level Data Cleansing in Action

High Level Data Cleansing in Action

Data Engineering is Not an Entry Level Job

Data Engineering is Not an Entry Level Job

The LogikBot Path is Very Simple for Data Analysts

The LogikBot Path is Very Simple for Data Analysts

We are Not Developers

We are Not Developers

I've Probably Already Answered Your Question

I've Probably Already Answered Your Question

Stop Putting in the Hours, Put in the Work

Stop Putting in the Hours, Put in the Work

Questions from the Comments Sections

Questions from the Comments Sections

You Can't Run from SQL

You Can't Run from SQL

Conversational Technical Interviews

Conversational Technical Interviews

Please Stop Saying Stupid Things

Please Stop Saying Stupid Things

Figure it Out

Figure it Out

Certifications Do Not Show Competency

Certifications Do Not Show Competency

The Path is Clearly Defined

The Path is Clearly Defined

You Continue to Fall for the Scams

You Continue to Fall for the Scams

There is One Top Skill in Every Data Role

There is One Top Skill in Every Data Role

Please Stop With the ChatGPT Nonsense

Please Stop With the ChatGPT Nonsense

Why I Like GCP for Machine Learning

Why I Like GCP for Machine Learning

GoogleFU is a Required Skill

GoogleFU is a Required Skill

Is Machine Learning Mostly Data Engineeering?

Is Machine Learning Mostly Data Engineeering?

Stay Away from Excel

Stay Away from Excel

No, "AI" Won't Replace Data Professionals

No, "AI" Won't Replace Data Professionals

You Aren't Learning Machine Learning

You Aren't Learning Machine Learning

Why Such a High Course Turnover Rate?

Why Such a High Course Turnover Rate?

The Barrier to Entry is Beyond Brutal

The Barrier to Entry is Beyond Brutal

All Artificial Intelligence in the Real-World is Machine Learning

All Artificial Intelligence in the Real-World is Machine Learning

Domain Knowledge in Data Roles is Worthless

Domain Knowledge in Data Roles is Worthless

The Data Roles Defined

The Data Roles Defined

Google's Newest Scam BI Certificate is Perplexing

Google's Newest Scam BI Certificate is Perplexing

Stop Chasing Skills You Don't Need

Stop Chasing Skills You Don't Need

Fiverr and Upwork are Jokes in the World of IT

Fiverr and Upwork are Jokes in the World of IT

My Way or the No Job Way

My Way or the No Job Way

Data Warehouse Versus Relational Database

Data Warehouse Versus Relational Database

You Still Need to Learn Machine Learning

You Still Need to Learn Machine Learning

Data is Most Important Part of Machine Learning

Data is Most Important Part of Machine Learning

Python and SQL are not Synonyms

Python and SQL are not Synonyms

No Model is 100 Accurate

No Model is 100 Accurate

Two Sides to Every Data House

Two Sides to Every Data House

Nope. No Entry Level Jobs in Machine Learning

Nope. No Entry Level Jobs in Machine Learning

Bad Advice is Killing Your Career

Bad Advice is Killing Your Career

Most of You are Lost

Most of You are Lost

The Simplest Data Engineering Contract

The Simplest Data Engineering Contract

Failing After MOOCS Isn't Your Fault

Failing After MOOCS Isn't Your Fault

Replace Me AI... I'll be Waiting

Replace Me AI... I'll be Waiting

Just Stop... You Don't Know SQL

Just Stop... You Don't Know SQL

The Math Myth in Machine Learning... Again and Again

The Math Myth in Machine Learning... Again and Again

Honesty in Machine Learning

Honesty in Machine Learning

The Most Basic Machine Learning Question You Don't Know

The Most Basic Machine Learning Question You Don't Know

Miss the Softball Questions... Interview is Over

Miss the Softball Questions... Interview is Over

3 Steps to Your First Data Analyst Job

3 Steps to Your First Data Analyst Job

Data Science is Officially Dead

Data Science is Officially Dead

SQL is More Than Writing Queries

SQL is More Than Writing Queries

I Encourage You to Do it Your Way

I Encourage You to Do it Your Way

I Know... I Was Right

I Know... I Was Right

Dumb Questions About Machine Learning

Dumb Questions About Machine Learning

Your Resume Has A Priority Rating

Your Resume Has A Priority Rating

AI will not replace most IT jobs

AI will not replace most IT jobs

Data Analyst Myths Debunked

Data Analyst Myths Debunked

Bing Using ChatGPT for Search

Bing Using ChatGPT for Search

Fastest Path to Your First Data Analyst Job

Fastest Path to Your First Data Analyst Job

5 Signs You are Lost in Machine Learning

5 Signs You are Lost in Machine Learning

Who Was Targeted During Tech Job Purge?

Who Was Targeted During Tech Job Purge?

Deconstructing a Real-World Job

Deconstructing a Real-World Job

You Don't Know the Basics

You Don't Know the Basics

Why Do 85% of Data Science Projects Fail

Why Do 85% of Data Science Projects Fail

You Career Path Options are Limited

You Career Path Options are Limited

Big Coin for the Data Analysts

Big Coin for the Data Analysts

ChatGPT is a Machine Learning Model

ChatGPT is a Machine Learning Model

Why AI is Becoming BI

Why AI is Becoming BI

ChatGPT is a Biased Machine Learning Model

ChatGPT is a Biased Machine Learning Model

A Move From Data Science to What Career?

A Move From Data Science to What Career?

The Amazon Resume Filtering Model Wasn't Biased

The Amazon Resume Filtering Model Wasn't Biased

The Top Cloud Provider for Machine Learning

The Top Cloud Provider for Machine Learning

Read, Highlight, Write it Down

Read, Highlight, Write it Down

You Have No Skills That Count

You Have No Skills That Count

We Don't Need To Follow Current Reseach

We Don't Need To Follow Current Reseach

Data Scientist vs The Machine Learning Engineer

Data Scientist vs The Machine Learning Engineer

ChatGPT will become CheatGPT

ChatGPT will become CheatGPT

More Applicants, More Jobs, Fewer Hired

More Applicants, More Jobs, Fewer Hired

Entire Fake Science Team Fired at Amazon

Entire Fake Science Team Fired at Amazon

There is No Competition for Machine Learning Jobs

There is No Competition for Machine Learning Jobs

Why I Hate the Title Data Scientist

Why I Hate the Title Data Scientist

Google Must Have Made a Mistake

Google Must Have Made a Mistake

The Truth About ChatGPT

The Truth About ChatGPT

It's About the Path, Not the Courses

It's About the Path, Not the Courses

Becoming Technical is Hard

Becoming Technical is Hard

Why Most Machine Learning Preparation is Garbage

Why Most Machine Learning Preparation is Garbage

Time to Level Up Your SQL Skills

Time to Level Up Your SQL Skills

All Machine Learning is Code

All Machine Learning is Code

There is No Competition for Jobs in Machine Learning

There is No Competition for Jobs in Machine Learning

The Dumbest Conversation in all of Machine Learning

The Dumbest Conversation in all of Machine Learning

No Saturation Point in the Top Tier Roles

No Saturation Point in the Top Tier Roles

Why Data Scientists Have Already Been Replaced

Why Data Scientists Have Already Been Replaced

Why Finding Skilled Machine Learning Engineer is Impossible

Why Finding Skilled Machine Learning Engineer is Impossible

Machine Learning is Not About Modeling

Machine Learning is Not About Modeling

Machine Learning Modeling is a Solved Problem

Machine Learning Modeling is a Solved Problem

Degrees in Machine Learning are Worthless

Degrees in Machine Learning are Worthless

Get Ahead in Machine Learning Now

Get Ahead in Machine Learning Now

Not a Single Confirmed MOOC Hire

Not a Single Confirmed MOOC Hire

The Exact Skills and Certifications for an Entry Level Machine Learning Engineer

The Exact Skills and Certifications for an Entry Level Machine Learning Engineer

Five Signs You Won't Make it in Machine Learning

Five Signs You Won't Make it in Machine Learning

Microdosing Knowledge for Long Term Retention

Microdosing Knowledge for Long Term Retention

The Great Disconnect in Machine Learning

The Great Disconnect in Machine Learning

The Glamorous Life of Contracting

The Glamorous Life of Contracting

The Top Job in AI is the Machine Learning Engineer

The Top Job in AI is the Machine Learning Engineer

No Such Thing as a Big Data Analyst

No Such Thing as a Big Data Analyst

Modeling is Easy in the Real-World

Modeling is Easy in the Real-World

Learning SQL is Deeper than you Think

Learning SQL is Deeper than you Think

Machine Learning is Probably Not a Good Career for You

Machine Learning is Probably Not a Good Career for You

Your Sole Focus When Learning Data Analytics

Your Sole Focus When Learning Data Analytics

The Generalist Versus the Specialist

The Generalist Versus the Specialist

How to Become a Knowledge Junkie

How to Become a Knowledge Junkie

Machine Learning Truth Bombs

Machine Learning Truth Bombs

How to Get Recruited by Big Tech

How to Get Recruited by Big Tech

Stop with the Entry Level Nonsense

Stop with the Entry Level Nonsense

The Future of Machine Learning is Operations

The Future of Machine Learning is Operations

The Data Analyst. A Top Tier Role?

The Data Analyst. A Top Tier Role?

Big Tech Employee Purge and the Pareto Principal

Big Tech Employee Purge and the Pareto Principal

The Data Analyst Roadmap

The Data Analyst Roadmap

Wakeup Call Time for People Learning Machine Learning

Wakeup Call Time for People Learning Machine Learning

The BI Developer Versus the Machine Learning Engineer

The BI Developer Versus the Machine Learning Engineer

The Business Analyst is Not a Technical Role

The Business Analyst is Not a Technical Role

The Future of Data Engineering

The Future of Data Engineering

The Future of Machine Learning

The Future of Machine Learning

The One Thing Holding Your Career Hostage

The One Thing Holding Your Career Hostage

Skill Segmentation for Machine Learning and Data Engineering

Skill Segmentation for Machine Learning and Data Engineering

More Lies from Acadamia

More Lies from Acadamia

The Least Painful Way to Learn Real-World Machine Learning

The Least Painful Way to Learn Real-World Machine Learning

Why SQL is a Top Skill in Machine Learning

Why SQL is a Top Skill in Machine Learning

Remain Focused on the Core Data Analysis Skills

Remain Focused on the Core Data Analysis Skills

There are Zero BI Developers with PhDs

There are Zero BI Developers with PhDs

How to Read Job Postings for Data Roles

How to Read Job Postings for Data Roles

Stop with the Kaggle Nonsense

Stop with the Kaggle Nonsense