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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.

How Do Self Organizing Maps (SOMs) in Artificial Intelligence Learn? Part 2

How Do Self Organizing Maps (SOMs) in Artificial Intelligence Learn? Part 2

Super Data Science · 3.5K historical views

People behind the work

Pat GostekChannel Manager profile

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

How Do Self Organizing Maps (SOMs) in Artificial Intelligence Learn? Part 2
Super Data Science3.5K 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 ChatGPT's "Memory" Revealed

The Secret to ChatGPT's "Memory" Revealed

Super Data Science · 3.1K historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Thumbnail Designer, Creative Director, Video Editor, 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 Secret to ChatGPT's "Memory" Revealed
Super Data Science3.1K 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.

Deep Learning Advanced Topic: Deep Boltzmann Machines Overview

Deep Learning Advanced Topic: Deep Boltzmann Machines Overview

Super Data Science · 3K historical views

People behind the work

Pat GostekChannel Manager profile

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

Deep Learning Advanced Topic: Deep Boltzmann Machines Overview
Super Data Science3K 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.

Create Your First AI Model Portfolio with Hugging Face

Create Your First AI Model Portfolio with Hugging Face

Super Data Science · 3K historical views

People behind the work

Pat GostekChannel Manager profile

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

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.

Create Your First AI Model Portfolio with Hugging Face
Super Data Science3K 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.

Vanishing Gradient Problem in RNNs Explained

Vanishing Gradient Problem in RNNs Explained

Super Data Science · 2.7K 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.

Vanishing Gradient Problem in RNNs Explained
Super Data Science2.7K 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 GPTs (Gen AI) Are Trained Step-by-Step

How GPTs (Gen AI) Are Trained Step-by-Step

Super Data Science · 2.7K 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.

How GPTs (Gen AI) Are Trained Step-by-Step
Super Data Science2.7K 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.

What Is Skewness in Statistics? HINT: You've Been Labeling This WRONG!

What Is Skewness in Statistics? HINT: You've Been Labeling This WRONG!

Super Data Science · 2.4K 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.

What Is Skewness in Statistics? HINT: You've Been Labeling This WRONG!
Super Data Science2.4K 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.

This SIMPLE XGBoost Trick Boosts Your Accuracy - XGBoost Classification Step-by-Step Guide

This SIMPLE XGBoost Trick Boosts Your Accuracy - XGBoost Classification Step-by-Step Guide

Super Data Science · 2.1K 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.

This SIMPLE XGBoost Trick Boosts Your Accuracy - XGBoost Classification Step-by-Step Guide
Super Data Science2.1K 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 Contractive Autoencoders in Deep Learning

Understanding Contractive Autoencoders in Deep Learning

Super Data Science · 2K 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.

Understanding Contractive Autoencoders in Deep Learning
Super Data Science2K 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.

Sparse Autoencoders Explained

Sparse Autoencoders Explained

Super Data Science · 1.8K 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.

Sparse Autoencoders Explained
Super Data Science1.8K 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.

Boltzmann Machines: How This Underrated Model is Transforming AI

Boltzmann Machines: How This Underrated Model is Transforming AI

Super Data Science · 1.8K historical views

People behind the work

Pat GostekChannel Manager profile

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

Boltzmann Machines: How This Underrated Model is Transforming AI
Super Data Science1.8K 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.

Temporal Difference Explained – The Key to Q-Learning

Temporal Difference Explained – The Key to Q-Learning

Super Data Science · 1.6K 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, YouTube Producer, Scriptwriter

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.

Temporal Difference Explained – The Key to Q-Learning
Super Data Science1.6K 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.

Masking in Gen AI Training: The Hidden Genius in Transformers

Masking in Gen AI Training: The Hidden Genius in Transformers

Super Data Science · 1.6K 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.

Masking in Gen AI Training: The Hidden Genius in Transformers
Super Data Science1.6K 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.

ComfyUI Tutorial: How to Build and Experiment with AI pipelines – No Coding Needed

ComfyUI Tutorial: How to Build and Experiment with AI pipelines – No Coding Needed

Super Data Science · 1.4K 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.

ComfyUI Tutorial: How to Build and Experiment with AI pipelines – No Coding Needed
Super Data Science1.4K 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.

Max Pooling in Convolutional Neural Networks Explained

Max Pooling in Convolutional Neural Networks Explained

Super Data Science · 1.3K 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.

Max Pooling in Convolutional Neural Networks Explained
Super Data Science1.3K 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.

Mastering Contrastive Divergence for Restricted Boltzmann Machines

Mastering Contrastive Divergence for Restricted Boltzmann Machines

Super Data Science · 1.3K 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.

Mastering Contrastive Divergence for Restricted Boltzmann Machines
Super Data Science1.3K 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.

ReLU Activation Function in CNNs Explained

ReLU Activation Function in CNNs Explained

Super Data Science · 1.3K 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.

ReLU Activation Function in CNNs Explained
Super Data Science1.3K 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 Denoising Autoencoders: Prevent Overfitting in Deep Learning

Understanding Denoising Autoencoders: Prevent Overfitting in Deep Learning

Super Data Science · 1.3K historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Thumbnail Designer, Creative Director, 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 Denoising Autoencoders: Prevent Overfitting in Deep Learning
Super Data Science1.3K 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.

LSTM Explained Step by Step (Long Short-Term Memory)

LSTM Explained Step by Step (Long Short-Term Memory)

Super Data Science · 1.2K historical views

People behind the work

Pat GostekChannel Manager profile

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

LSTM Explained Step by Step (Long Short-Term Memory)
Super Data Science1.2K 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.

LightGBM - Gradient-Based One-Side Sampling (GOSS) Explained: Boost Model Efficiency Like a Pro

LightGBM - Gradient-Based One-Side Sampling (GOSS) Explained: Boost Model Efficiency Like a Pro

Super Data Science · 1.1K 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.

LightGBM - Gradient-Based One-Side Sampling (GOSS) Explained: Boost Model Efficiency Like a Pro
Super Data Science1.1K 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 & The Neuron in Deep Learning: How Artificial Neurons Mimic the Human Brain

AI & The Neuron in Deep Learning: How Artificial Neurons Mimic the Human Brain

Super Data Science · 1K historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: 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.

AI & The Neuron in Deep Learning: How Artificial Neurons Mimic the Human Brain
Super Data Science1K 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.

A3C Reinforcement Learning Explained – The Next Level AI Training!

A3C Reinforcement Learning Explained – The Next Level AI Training!

Super Data Science · 948 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: YouTube Strategist, Channel Manager, Video Editor, Creative Director, 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.

A3C Reinforcement Learning Explained – The Next Level AI Training!
Super Data Science948 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.

Mastering Activation Functions in Deep Learning: The Essentials

Mastering Activation Functions in Deep Learning: The Essentials

Super Data Science · 898 historical views

People behind the work

Pat GostekChannel Manager profile

Roles recorded on this video: 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.

Mastering Activation Functions in Deep Learning: The Essentials
Super Data Science898 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.

Simplifying Bias and Variance in Machine Learning: How to Fix Overfitting and Underfitting Issues

Simplifying Bias and Variance in Machine Learning: How to Fix Overfitting and Underfitting Issues

Super Data Science · 888 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.

Simplifying Bias and Variance in Machine Learning: How to Fix Overfitting and Underfitting Issues
Super Data Science888 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