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Pat Gostek

YouTube Strategist;*;*;Channel Manager;*;*;Agency CEO

9 historical reviewsHistorical work attribution

Portfolio

2340 work samples. Each credit shows where it came from.

Mastering Autoencoders: Overcomplete Hidden Layers Explained!

Mastering Autoencoders: Overcomplete Hidden Layers Explained!

Super Data Science · 489 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Creative Director, Thumbnail Designer, Channel Manager, YouTube Producer

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Mastering Autoencoders: Overcomplete Hidden Layers Explained!
Super Data Science489 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Understanding Mean, Median, Mode (and Why They Matter)

Understanding Mean, Median, Mode (and Why They Matter)

Super Data Science · 481 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, Scriptwriter, Channel Manager, YouTube Producer

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Understanding Mean, Median, Mode (and Why They Matter)
Super Data Science481 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Unlock the Power of Stacked Autoencoders – Advanced Deep Learning

Unlock the Power of Stacked Autoencoders – Advanced Deep Learning

Super Data Science · 480 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, Scriptwriter, Channel Manager, YouTube Producer

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Unlock the Power of Stacked Autoencoders – Advanced Deep Learning
Super Data Science480 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

The Power of Q-Learning in AI: How Q-Learning Works – Understanding the Bellman Equation

The Power of Q-Learning in AI: How Q-Learning Works – Understanding the Bellman Equation

Super Data Science · 434 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, Channel Manager, Scriptwriter, YouTube Producer

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

The Power of Q-Learning in AI: How Q-Learning Works – Understanding the Bellman Equation
Super Data Science434 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Faster AI Tuning: Low-Rank Adaptation for Gen AI (GPTs) Explained Step-by-Step

Faster AI Tuning: Low-Rank Adaptation for Gen AI (GPTs) Explained Step-by-Step

Super Data Science · 417 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Scriptwriter, Thumbnail Designer, Channel Manager, YouTube Producer

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Faster AI Tuning: Low-Rank Adaptation for Gen AI (GPTs) Explained Step-by-Step
Super Data Science417 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

AI Predictions 10X BETTER Using Fully Connected Layers!

AI Predictions 10X BETTER Using Fully Connected Layers!

Super Data Science · 406 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Creative Director, Thumbnail Designer, Channel Manager, YouTube Producer

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

AI Predictions 10X BETTER Using Fully Connected Layers!
Super Data Science406 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

GPT Models Explained: How Fine-Tuning Changes Everything!

GPT Models Explained: How Fine-Tuning Changes Everything!

Super Data Science · 390 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, Scriptwriter, YouTube Producer, Channel Manager

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

GPT Models Explained: How Fine-Tuning Changes Everything!
Super Data Science390 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Gen AI: ChatGPT's Hidden AI Superpower REVEALED

Gen AI: ChatGPT's Hidden AI Superpower REVEALED

Super Data Science · 389 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, YouTube Producer, Scriptwriter, Channel Manager

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Gen AI: ChatGPT's Hidden AI Superpower REVEALED
Super Data Science389 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

The HIDDEN Formula That Powers AI: Understanding The Bellman Equation in Reinforcement Learning

The HIDDEN Formula That Powers AI: Understanding The Bellman Equation in Reinforcement Learning

Super Data Science · 378 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, Scriptwriter, YouTube Producer, Channel Manager

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

The HIDDEN Formula That Powers AI: Understanding The Bellman Equation in Reinforcement Learning
Super Data Science378 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

How to Monitor Hugging Face Models with Weights & Biases

How to Monitor Hugging Face Models with Weights & Biases

Super Data Science · 367 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Creative Director, Thumbnail Designer, Channel Manager, YouTube Producer

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

How to Monitor Hugging Face Models with Weights & Biases
Super Data Science367 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

The Secret  to Landing AI Jobs: Publish Your Own Dataset on Hugging Face!

The Secret to Landing AI Jobs: Publish Your Own Dataset on Hugging Face!

Super Data Science · 344 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Creative Director, Thumbnail Designer, Channel Manager, YouTube Producer

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

The Secret to Landing AI Jobs: Publish Your Own Dataset on Hugging Face!
Super Data Science344 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Generative AI (LLM) Training 101: Parallelization Demystified

Generative AI (LLM) Training 101: Parallelization Demystified

Super Data Science · 342 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, Scriptwriter, YouTube Producer, Channel Manager

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Generative AI (LLM) Training 101: Parallelization Demystified
Super Data Science342 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Fine-Tuning GPT Models with Human Feedback Simplified

Fine-Tuning GPT Models with Human Feedback Simplified

Super Data Science · 327 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Scriptwriter, Thumbnail Designer, YouTube Producer, Channel Manager

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Fine-Tuning GPT Models with Human Feedback Simplified
Super Data Science327 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Machine Learning Process & Fine-Tuning Models for Maximum Accuracy

Machine Learning Process & Fine-Tuning Models for Maximum Accuracy

Super Data Science · 311 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Creative Director, Channel Manager, Video Editor, Thumbnail Designer, Scriptwriter, YouTube Producer

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Machine Learning Process & Fine-Tuning Models for Maximum Accuracy
Super Data Science311 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

How Generative AI like ChatGPT Text Translation Works

How Generative AI like ChatGPT Text Translation Works

Super Data Science · 299 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, Scriptwriter, YouTube Producer, Channel Manager

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

How Generative AI like ChatGPT Text Translation Works
Super Data Science299 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Understanding the Central Limit Theorem: Intuition and Examples

Understanding the Central Limit Theorem: Intuition and Examples

Super Data Science · 291 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, Scriptwriter, YouTube Producer, Channel Manager

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Understanding the Central Limit Theorem: Intuition and Examples
Super Data Science291 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Geodemographic Segmentation Explained for Beginners (How Banks Predict Customer Churn with Data)

Geodemographic Segmentation Explained for Beginners (How Banks Predict Customer Churn with Data)

Super Data Science · 281 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Scriptwriter, Thumbnail Designer, Channel Manager, YouTube Producer

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Geodemographic Segmentation Explained for Beginners (How Banks Predict Customer Churn with Data)
Super Data Science281 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

How does Deep Q-Learning work and why is it crucial for AI?

How does Deep Q-Learning work and why is it crucial for AI?

Super Data Science · 275 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, Scriptwriter, YouTube Producer, Channel Manager

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

How does Deep Q-Learning work and why is it crucial for AI?
Super Data Science275 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Understanding Sampling Distribution Made Easy

Understanding Sampling Distribution Made Easy

Super Data Science · 274 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, Channel Manager, Scriptwriter, YouTube Producer

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Understanding Sampling Distribution Made Easy
Super Data Science274 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Fine-Tuning GPT Models for Business Use Cases

Fine-Tuning GPT Models for Business Use Cases

Super Data Science · 264 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, Scriptwriter, YouTube Producer, Channel Manager

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Fine-Tuning GPT Models for Business Use Cases
Super Data Science264 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

3 Must-Know LSTM Variations to Enhance Your AI Models

3 Must-Know LSTM Variations to Enhance Your AI Models

Super Data Science · 259 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Creative Director, Thumbnail Designer, Channel Manager, YouTube Producer

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

3 Must-Know LSTM Variations to Enhance Your AI Models
Super Data Science259 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Testing Your Model with Real Data – CAP Curve & Predictions

Testing Your Model with Real Data – CAP Curve & Predictions

Super Data Science · 206 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: Video Editor, Creative Director, Thumbnail Designer, YouTube Producer, Scriptwriter, Channel Manager, YouTube Strategist

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Testing Your Model with Real Data – CAP Curve & Predictions
Super Data Science206 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Data Science: Why Do Predictive Models Fail Over Time? (Model Deterioration)

Data Science: Why Do Predictive Models Fail Over Time? (Model Deterioration)

Super Data Science · 205 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, Channel Manager, Scriptwriter, YouTube Producer

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Data Science: Why Do Predictive Models Fail Over Time? (Model Deterioration)
Super Data Science205 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

Can AI REALLY Think for Itself? Find Out Here! - What is The Markov Decision Process (MDP)

Can AI REALLY Think for Itself? Find Out Here! - What is The Markov Decision Process (MDP)

Super Data Science · 189 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Video Editor, Creative Director, Thumbnail Designer, Scriptwriter, YouTube Producer, Channel Manager

Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

View count is from the source record, not a live YouTube figure.

Can AI REALLY Think for Itself? Find Out Here! - What is The Markov Decision Process (MDP)
Super Data Science189 historical views
Historical credit: what this means

A retained source record links this person and role to the video. It has not been independently re-verified.

About these numbers

Videos reported in the source portfolio
2.3KThe work samples shown above.
Views reported for the portfolio
75.3MThe source’s total for this person’s listed videos, from an unknown date. It counts public views of those videos, not views this person generated, and is not a live figure.
Channels associated
25Channels linked to this profile in the source record. An association is not a confirmed working relationship.
B

Brodaty Tata - VlogOjciec

Historical review
Highly recommend! For those who know, this channel is where everything started. Launching, editing, publishing, and managing this YouTube channel lead to my everything that followed.

Retained source review

D

Dominika Gostek

Historical review
Pat Gostek was invaluable in launching and managing my YouTube channel. His expertise in editing, publishing, and running it made a significant difference. Highly recommended for anyone looking to thrive on YouTube!

Retained source review

Skills & specialties

Content specialties

Action/AdventureAutos & VehiclesBusinessBusiness and FinanceClassicsComedy+34 more

Creative styles

ASMRBehind the scenesChallengeCinematicCommentaryDocumentary+21 more

Software

Adobe After EffectsAdobe AuditionAdobe IllustratorAdobe LightroomAdobe PhotoshopAdobe Premiere Pro+6 more

Skills & services

Affinity DesignerAffinity PhotoAIAnthropic ClaudeApple MotionApple Podcast+18 more

Languages (historical self-report)

EnglishGermanPolish

About

I help brands and expert-led creators grow on YouTube through clear strategy, strong packaging, and systems built to compound. My focus is on the parts that most teams underestimate or rush: positioning, titles, thumbnails, hooks, retention, and channel structure. When these elements work together, content performs better and trust builds faster. I’ve worked across agencies and in-house environments, supporting startups and global brands with YouTube strategy, video editing, and publishing. I’m especially effective in education-driven and authority-based niches where credibility matters as much as performance. Today, I run ClipGrowth, a YouTube-focused agency.

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Pat Gostek — Channel Manager | PixelJobs