Unmatched

File	Parsed	Search	Ignore
`The Last Stop In Yuma County 2024 1080p BluRay HEVC x265 10-Bit DDP5.1 Subs KINGDOM_RG/KINGDOM.mkv` unmatched	unknown
`Normal.2025.D.WEB-DL.1O8Op/Normal.2025.D.WEB-DL.1O8Op.mkv` unmatched	movie Normal (2025)
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Featurettes/Who Said It.mkv` unmatched	movie Who Said It
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Tulsa King (2022) - S02E10 - Reconstruction (1080p BluRay x265 Ghost).mkv` unmatched	tv Tulsa King (2022) (2022) S02E10
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Tulsa King (2022) - S02E09 - Triad (1080p BluRay x265 Ghost).mkv` unmatched	tv Tulsa King (2022) (2022) S02E09
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Tulsa King (2022) - S02E08 - Under New Management (1080p BluRay x265 Ghost).mkv` unmatched	tv Tulsa King (2022) (2022) S02E08
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Tulsa King (2022) - S02E07 - Life Support (1080p BluRay x265 Ghost).mkv` unmatched	tv Tulsa King (2022) (2022) S02E07
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Tulsa King (2022) - S02E06 - Navigator (1080p BluRay x265 Ghost).mkv` unmatched	tv Tulsa King (2022) (2022) S02E06
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Tulsa King (2022) - S02E05 - Tilting at Windmills (1080p BluRay x265 Ghost).mkv` unmatched	tv Tulsa King (2022) (2022) S02E05
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Tulsa King (2022) - S02E04 - Heroes and Villains (1080p BluRay x265 Ghost).mkv` unmatched	tv Tulsa King (2022) (2022) S02E04
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Tulsa King (2022) - S02E03 - Oklahoma v. Manfredi (1080p BluRay x265 Ghost).mkv` unmatched	tv Tulsa King (2022) (2022) S02E03
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Tulsa King (2022) - S02E02 - Kansas City Blues (1080p BluRay x265 Ghost).mkv` unmatched	tv Tulsa King (2022) (2022) S02E02
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Tulsa King (2022) - S02E01 - Back in the Saddle (1080p BluRay x265 Ghost).mkv` unmatched	tv Tulsa King (2022) (2022) S02E01
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Featurettes/The Boss is Back.mkv` unmatched	movie The Boss is Back
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Featurettes/Mob Rules - Writing a Season of Crime.mkv` unmatched	movie Mob Rules - Writing a Season of Crime
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Featurettes/Meet the Rivals.mkv` unmatched	movie Meet the Rivals
`Tulsa King (2022) S02 (1080p BluRay x265 10bit EAC3 5.1 Ghost)/Featurettes/Best in Crew.mkv` unmatched	movie Best in Crew
`Ready Or Not 2 Here I Come 2026 1080p WEB-DL HEVC x265 10Bit DDP5.1 Subs KINGDOM_RG/KINGDOM RG.mkv` unmatched	unknown
`Get Out (2017) (2160p BluRay x265 HEVC 10bit HDR AAC 7.1 Tigole)/Get Out (2017) (2160p BluRay x265 10bit HDR Tigole).mkv` unmatched	movie Get Out (2017) (2160p BluRay x265 10bit HDR Tigole) (2017)
`Once Upon a Time... in Hollywood (2019) (2160p BluRay x265 HEVC 10bit HDR AAC 7.1 Tigole)/Once Upon a Time... in Hollywood (2019) (2160p BluRay x265 10bit HDR Tigole).mkv` unmatched	movie Once Upon a Time in Hollywood (2019) (2160p BluRay x265 10bit HDR Tigole) (2019)
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Featurettes/Trailers - US.mkv` unmatched	unknown
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Featurettes/Trailer - Japanese.mkv` unmatched	unknown
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Featurettes/Trailer - International.mkv` unmatched	unknown
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Featurettes/The Original Inglorious Bastards.mkv` unmatched	movie The Original Inglorious Bastards
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Featurettes/Short - Nation's Pride.mkv` unmatched	unknown
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Featurettes/Roundtable Discussion with Quentin Tarantino, Brad Pitt, and Elvis Mitchell.mkv` unmatched	movie Roundtable Discussion with Quentin Tarantino, Brad Pitt, and Elvis Mitchell
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Featurettes/Rod Taylor on Victoria Bitter.mkv` unmatched	unknown
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Featurettes/Quentin Tarantino's Camera Angel.mkv` unmatched	unknown
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Featurettes/Making of Nation's Pride.mkv` unmatched	unknown
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Inglourious Basterds (2009) (1080p BluRay x265 10bit Tigole).mkv` unmatched	movie Inglourious Basterds (2009) (1080p BluRay x265 10bit Tigole) (2009)
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Featurettes/Hi Sallys.mkv` unmatched	unknown
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Featurettes/Film Poster Gallery Tour with Elvis Mitchell.mkv` unmatched	unknown
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Featurettes/Extended and Alternate Scenes.mkv` unmatched	movie Extended and Alternate Scenes
`Inglourious Basterds (2009) (1080p BluRay x265 HEVC 10bit AAC 5.1 Tigole)/Featurettes/A Conversation with Rod Taylor.mkv` unmatched	movie A Conversation with Rod Taylor
`Death Proof (2007) (1080p BluRay x265 HEVC 10bit AAC 5.1 afm72)/Death Proof (2007) (1080p BluRay x265 afm72).mkv` unmatched	movie Death Proof (2007) (1080p BluRay x265 afm72) (2007)
`Key & Peele (2012)/Season 5/Key & Peele (2012) S05E11 - The End.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S05E11
`Key & Peele (2012)/Season 5/Key & Peele (2012) S05E10 - Meegan & Andre Break Up.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S05E10
`Key & Peele (2012)/Season 5/Key & Peele (2012) S05E09 - The 420 Special.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S05E09
`Key & Peele (2012)/Season 5/Key & Peele (2012) S05E08 - Hollywood Sequel Doctor.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S05E08
`Key & Peele (2012)/Season 5/Key & Peele (2012) S05E07 - MC Mom.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S05E07
`Key & Peele (2012)/Season 5/Key & Peele (2012) S05E06 - The Job Interview.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S05E06
`Key & Peele (2012)/Season 5/Key & Peele (2012) S05E05 - Killer Concept Album.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S05E05
`Key & Peele (2012)/Season 5/Key & Peele (2012) S05E04 - Severed Head Showcase.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S05E04
`Key & Peele (2012)/Season 5/Key & Peele (2012) S05E03 - A Cappella Club.1080p.H265.AC3.2CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S05E03
`Key & Peele (2012)/Season 5/Key & Peele (2012) S05E02 - Airplane Showdown.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S05E02
`Key & Peele (2012)/Season 5/Key & Peele (2012) S05E01 - Y'all Ready for This.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S05E01
`Key & Peele (2012)/Season 4/Key & Peele (2012) S04E11 - Terrorist Meeting.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S04E11
`Key & Peele (2012)/Season 4/Key & Peele (2012) S04E10 - Sex Addict Wendell.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S04E10
`Key & Peele (2012)/Season 4/Key & Peele (2012) S04E09 - Aerobics Meltdown.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S04E09
`Key & Peele (2012)/Season 4/Key & Peele (2012) S04E08 - Terrible Henchman.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S04E08
`Key & Peele (2012)/Season 4/Key & Peele (2012) S04E07 - Sex Detective.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S04E07
`Key & Peele (2012)/Season 4/Key & Peele (2012) S04E06 - Scariest Movie Ever.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S04E06
`Key & Peele (2012)/Season 4/Key & Peele (2012) S04E05 - Quarterback Concussion.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S04E05
`Key & Peele (2012)/Season 4/Key & Peele (2012) S04E04 - Slap-Ass In Recovery.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S04E04
`Key & Peele (2012)/Season 4/Key & Peele (2012) S04E03 - Georgina and Esther and Satan.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S04E03
`Key & Peele (2012)/Season 4/Key & Peele (2012) S04E02 - Little Homie.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S04E02
`Key & Peele (2012)/Season 4/Key & Peele (2012) S04E01 - Alien Imposters.1080p.H265.AC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S04E01
`Key & Peele (2012)/Season 3/Key & Peele (2012) S03E13 - Pussy on the Chainwax.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S03E13
`Key & Peele (2012)/Season 3/Key & Peele (2012) S03E12 - East West Bowl 2.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S03E12
`Key & Peele (2012)/Season 3/Key & Peele (2012) S03E11 - The Power of Wings.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S03E11
`Key & Peele (2012)/Season 3/Key & Peele (2012) S03E10 - Black Ice.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S03E10
`Key & Peele (2012)/Season 3/Key & Peele (2012) S03E09 - Tackle & Grapple.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S03E09
`Key & Peele (2012)/Season 3/Key & Peele (2012) S03E08 - High on Potenuse.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S03E08
`Key & Peele (2012)/Season 3/Key & Peele (2012) S03E07 - Sexy Vampires.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S03E07
`Key & Peele (2012)/Season 3/Key & Peele (2012) S03E06 - Cunnilingus Class.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S03E06
`Key & Peele (2012)/Season 3/Key & Peele (2012) S03E05 - Obama Shutdown.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S03E05
`Key & Peele (2012)/Season 3/Key & Peele (2012) S03E04 - Boarding Group One.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S03E04
`Key & Peele (2012)/Season 3/Key & Peele (2012) S03E03 - Slap-Ass.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S03E03
`Key & Peele (2012)/Season 3/Key & Peele (2012) S03E02 - East West Bowl Rap.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S03E02
`Key & Peele (2012)/Season 3/Key & Peele (2012) S03E01 - Les Mis.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S03E01
`Key & Peele (2012)/Season 2/Key & Peele (2012) S02E10 - Biological Dad.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S02E10
`Key & Peele (2012)/Season 2/Key & Peele (2012) S02E09 - Gang Stand-Off.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S02E09
`Key & Peele (2012)/Season 2/Key & Peele (2012) S02E08 - Manly Tears.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S02E08
`Key & Peele (2012)/Season 2/Key & Peele (2012) S02E07 - Non-Stop Party.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S02E07
`Key & Peele (2012)/Season 2/Key & Peele (2012) S02E06 - Michael Jackson Halloween.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S02E06
`Key & Peele (2012)/Season 2/Key & Peele (2012) S02E05 - Bone Thugs & Homeless.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S02E05
`Key & Peele (2012)/Season 2/Key & Peele (2012) S02E04 - I'm Retired.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S02E04
`Key & Peele (2012)/Season 2/Key & Peele (2012) S02E03 - Country Music.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S02E03
`Key & Peele (2012)/Season 2/Key & Peele (2012) S02E02 - Dubstep.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S02E02
`Key & Peele (2012)/Season 2/Key & Peele (2012) S02E01 - Obama College Years.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S02E01
`Key & Peele (2012)/Season 1/Key & Peele (2012) S01E08 - Babysitting Forest Whitaker.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S01E08
`Key & Peele (2012)/Season 1/Key & Peele (2012) S01E07 - Bobby McFerrin vs. Michael Winslow.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S01E07
`Key & Peele (2012)/Season 1/Key & Peele (2012) S01E06 - Flash Mob.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S01E06
`Key & Peele (2012)/Season 1/Key & Peele (2012) S01E05 - Gay Marriage Legalized.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S01E05
`Key & Peele (2012)/Season 1/Key & Peele (2012) S01E04 - The Branding.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S01E04
`Key & Peele (2012)/Season 1/Key & Peele (2012) S01E03 - Das Negros.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S01E03
`Key & Peele (2012)/Season 1/Key & Peele (2012) S01E02 - Black Hawk Up.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S01E02
`Key & Peele (2012)/Season 1/Key & Peele (2012) S01E01 - Series Premiere.1080p.H265.EAC3.6CH-MNKYDDL.mkv` unmatched	tv Key & Peele (2012) (2012) S01E01
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/13 - Week 12 Transformers and Attention Mechanisms/8 - Day 7 Transformer Project – Text Summarization or Translation.mp4` unmatched	movie 8 - Day 7 Transformer Project – Text Summarization or Translation
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/14 - Week 13 Transfer Learning and Fine-Tuning/8 - Day 7 Transfer Learning Project – Fine-Tuning for a Custom Task.mp4` unmatched	movie 8 - Day 7 Transfer Learning Project – Fine-Tuning for a Custom Task
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/6 - Week 5 Introduction to Machine Learning/8 - Day 7 Supervised Learning Mini Project.mp4` unmatched	movie 8 - Day 7 Supervised Learning Mini Project
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/5 - Week 4 Probability and Statistics for Machine Learning/8 - Day 7 Statistical Analysis Project – Analyzing Real-World Data.mp4` unmatched	movie 8 - Day 7 Statistical Analysis Project – Analyzing Real-World Data
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/12 - Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/8 - Day 7 RNN Project – Text Generation or Sentiment Analysis.mp4` unmatched	movie 8 - Day 7 RNN Project – Text Generation or Sentiment Analysis
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/2 - Week 1 Python Programming Basics/8 - Day 7 Pythonic Code and Project Work.mp4` unmatched	movie 8 - Day 7 Pythonic Code and Project Work
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/9 - Week 8 Model Tuning and Optimization/8 - Day 7 Optimization Project – Building and Tuning a Final Model.mp4` unmatched	movie 8 - Day 7 Optimization Project – Building and Tuning a Final Model
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/10 - Week 9 Neural Networks and Deep Learning Fundamentals/8 - Day 7 Neural Network Project – Image Classification on CIFAR-10.mp4` unmatched	tv 8 - Day 7 Neural Network Project – Image Classification on CIFAR-10
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/15 - Week 14 MLOps and Model Deployment/8 - Day 7 MLOps Project – Build and Deploy a Model End-to-End.mp4` unmatched	unknown
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/4 - Week 3 Mathematics for Machine Learning/8 - Day 7 Math-Driven Mini Project – Linear Regression from Scratch.mp4` unmatched	movie 8 - Day 7 Math-Driven Mini Project – Linear Regression from Scratch
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/16 - Week 15 Generative AI and Large Language Model Applications/8 - Day 7 Generative AI Project – Build Your Own Chatbot or Content Generator.mp4` unmatched	unknown
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/3 - Week 2 Data Science Essentials/8 - Day 7 Exploratory Data Analysis (EDA) Project.mp4` unmatched	movie 8 - Day 7 Exploratory Data Analysis (EDA) Project
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/8 - Week 7 Advanced Machine Learning Algorithms/8 - Day 7 Ensemble Learning Project – Comparing Models on a Real Dataset.mp4` unmatched	movie 8 - Day 7 Ensemble Learning Project – Comparing Models on a Real Dataset
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/7 - Week 6 Feature Engineering and Model Evaluation/8 - Day 7 Cross-Validation and Hyperparameter Tuning.mp4` unmatched	movie 8 - Day 7 Cross-Validation and Hyperparameter Tuning
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/11 - Week 10 Convolutional Neural Networks (CNNs)/8 - Day 7 CNN Project – Image Classification on Fashion MNIST or CIFAR-10.mp4` unmatched	tv 8 - Day 7 CNN Project – Image Classification on Fashion MNIST or CIFAR-10
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/4 - Week 3 Mathematics for Machine Learning/7 - Day 6 Statistics Fundamentals.mp4` unmatched	movie 7 - Day 6 Statistics Fundamentals
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/12 - Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/7 - Day 6 Sequence-to-Sequence Models and Applications.mp4` unmatched	movie 7 - Day 6 Sequence-to-Sequence Models and Applications
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/11 - Week 10 Convolutional Neural Networks (CNNs)/7 - Day 6 Regularization and Data Augmentation for CNNs.mp4` unmatched	movie 7 - Day 6 Regularization and Data Augmentation for CNNs
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/7 - Week 6 Feature Engineering and Model Evaluation/7 - Day 6 Model Evaluation Techniques.mp4` unmatched	movie 7 - Day 6 Model Evaluation Techniques
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/6 - Week 5 Introduction to Machine Learning/7 - Day 6 k-Nearest Neighbors (k-NN) Algorithm.mp4` unmatched	movie 7 - Day 6 k-Nearest Neighbors (k-NN) Algorithm
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/8 - Week 7 Advanced Machine Learning Algorithms/7 - Day 6 Handling Imbalanced Data.mp4` unmatched	movie 7 - Day 6 Handling Imbalanced Data
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/2 - Week 1 Python Programming Basics/7 - Day 6 File Handling.mp4` unmatched	movie 7 - Day 6 File Handling
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/14 - Week 13 Transfer Learning and Fine-Tuning/7 - Day 6 Domain Adaptation and Transfer Learning Challenges.mp4` unmatched	movie 7 - Day 6 Domain Adaptation and Transfer Learning Challenges
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/3 - Week 2 Data Science Essentials/7 - Day 6 Data Visualization with Matplotlib and Seaborn.mp4` unmatched	movie 7 - Day 6 Data Visualization with Matplotlib and Seaborn
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/5 - Week 4 Probability and Statistics for Machine Learning/7 - Day 6 Correlation and Regression Analysis.mp4` unmatched	movie 7 - Day 6 Correlation and Regression Analysis
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/15 - Week 14 MLOps and Model Deployment/7 - Day 6 CICD Pipelines for Machine Learning Projects.mp4` unmatched	unknown
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/10 - Week 9 Neural Networks and Deep Learning Fundamentals/7 - Day 6 Building Neural Networks with PyTorch.mp4` unmatched	movie 7 - Day 6 Building Neural Networks with PyTorch
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/9 - Week 8 Model Tuning and Optimization/7 - Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp4` unmatched	movie 7 - Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV
`UD-Full-StackAIEngineerPythonMLDeepLearningGenAI2025-11/16 - Week 15 Generative AI and Large Language Model Applications/7 - Day 6 AI Agents and Autonomous Systems Overview.mp4` unmatched	unknown
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`Udemy.Master.Linear.Algebra.Matrices.Vector.Spaces.Numerical.BOOKWARE-BOOKTIME/Chapter_5-Real_Vector_Spaces/53 Real vector spaces.mp4` unmatched	tv 53 Real vector spaces
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`Udemy.Master.Linear.Algebra.Matrices.Vector.Spaces.Numerical.BOOKWARE-BOOKTIME/Chapter_4-Extending_Vectors_from_3_Space_to_n_Space/39 Dot product in component form.mp4` unmatched	unknown
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`Udemy.Master.Linear.Algebra.Matrices.Vector.Spaces.Numerical.BOOKWARE-BOOKTIME/Chapter_11-Numerical_Methods/171 QR decomposition.mp4` unmatched	tv 171 QR decomposition S01E71
`Udemy.Master.Linear.Algebra.Matrices.Vector.Spaces.Numerical.BOOKWARE-BOOKTIME/Chapter_11-Numerical_Methods/170 Singular value decomposition.mp4` unmatched	tv 170 Singular value decomposition S01E70
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`Udemy.Master.Linear.Algebra.Matrices.Vector.Spaces.Numerical.BOOKWARE-BOOKTIME/Chapter_11-Numerical_Methods/168 Properties of the A^TA matrix.mp4` unmatched	unknown
`Udemy.Master.Linear.Algebra.Matrices.Vector.Spaces.Numerical.BOOKWARE-BOOKTIME/Chapter_11-Numerical_Methods/167 Matrix decompositions.mp4` unmatched	unknown
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`Udemy.Master.Linear.Algebra.Matrices.Vector.Spaces.Numerical.BOOKWARE-BOOKTIME/Chapter_11-Numerical_Methods/159 Power method with maximum entry scaling.mp4` unmatched	tv 159 Power method with maximum entry scaling S01E59
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`Udemy.Master.Linear.Algebra.Matrices.Vector.Spaces.Numerical.BOOKWARE-BOOKTIME/Chapter_10-Orthogonal_Diagonalisation_Symmetric_Matrices_and_Quadratic_Forms/140 Spectral decomposition.mp4` unmatched	tv 140 Spectral decomposition S01E40
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`Udemy.Master.Linear.Algebra.Matrices.Vector.Spaces.Numerical.BOOKWARE-BOOKTIME/Chapter_10-Orthogonal_Diagonalisation_Symmetric_Matrices_and_Quadratic_Forms/139 Orthogonal diagonalisation process.mp4` unmatched	tv 139 Orthogonal diagonalisation process S01E39
`Udemy.Master.Linear.Algebra.Matrices.Vector.Spaces.Numerical.BOOKWARE-BOOKTIME/Chapter_10-Orthogonal_Diagonalisation_Symmetric_Matrices_and_Quadratic_Forms/138 Symmetric matrices and their properties.mp4` unmatched	unknown
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`Udemy.Master.Linear.Algebra.Matrices.Vector.Spaces.Numerical.BOOKWARE-BOOKTIME/Chapter_10-Orthogonal_Diagonalisation_Symmetric_Matrices_and_Quadratic_Forms/135 Orthonormal basis, properties.mp4` unmatched	unknown
`Udemy.Master.Linear.Algebra.Matrices.Vector.Spaces.Numerical.BOOKWARE-BOOKTIME/Chapter_10-Orthogonal_Diagonalisation_Symmetric_Matrices_and_Quadratic_Forms/134 Orthogonal linear operators.mp4` unmatched	unknown
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