Free Course Download100% Free Direct MP4 LinksUdemyAI, Machine Learning & Data Science2022-6 Edition

Download 2025 Advanced Machine Learning and Deep Learning Projects Course for Free

Download the complete 2025 Advanced Machine Learning and Deep Learning Projects video course for free with high-definition MP4 video lectures, project exercise archives, and step-by-step masterclasses. Learn offline at your own pace with zero paywalls or recurring subscriptions.

21Lectures

11.4Total Hours

1510MB Total Size

MP4 / 1080p HD

Instructor: Udemy

English

beginner to advanced

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Udemy – 2025 Advanced Machine Learning and Deep Learning Projects 2022-6_Materials.zip

Archive • 7.25 MB

All Video Lectures Available to Download21 Videos

Direct high-speed MP4 downloads for every chapter.

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SBERT Sentence Transformers Introduction

MP4 HD21m•46.83 MB

Stream

Siamese Network in SBERT

MP4 HD10m•22.31 MB

Stream

BERT Transformers Introduction

MP4 HD38m•82.93 MB

Stream

SBERT Research Paper Review

MP4 HD41m•90.99 MB

Stream

Project 1- Sentence Embeddings and Similarity Part 1

MP4 HD21m•46.87 MB

Stream

Project 1- Sentence Embeddings and Similarity Part 2

MP4 HD30m•66.24 MB

Stream

Project 2- Semantic Search Introduction

MP4 HD19m•41.78 MB

Stream

Project 3- K-Mean Clustering on Text Data

MP4 HD29m•63.54 MB

Stream

Project 2- Semantic Search Coding

MP4 HD56m•122.40 MB

Stream

Project 3- Fast Clustering on Quora Questions Set

MP4 HD30m•66.87 MB

Stream

Project 3- Agglomerative Clustering on Text Data

MP4 HD36m•80.07 MB

Stream

Project 4- Text to Image Search Introduction

MP4 HD20m•45.08 MB

Stream

Project 4- Text to Image Search Coding Part 1

MP4 HD31m•67.78 MB

Stream

Project 5- Image Search from Hindi, Spanish, and French Text Data Part 2

MP4 HD34m•75.58 MB

Stream

Project 4- Text to Image Search Coding Part 2

MP4 HD49m•108.53 MB

Stream

Project 5- Image Search from Hindi, Spanish, and French Text Data Part 1

MP4 HD38m•82.71 MB

Stream

Project 6- Unsupervised Image Clustering Part 1

MP4 HD27m•59.99 MB

Stream

Project 6- Unsupervised Image Clustering Part 3

MP4 HD30m•65.31 MB

Stream

Project 6- Unsupervised Image Clustering Part 2

MP4 HD35m•77.44 MB

Stream

Project 7- Finding Duplicated Images and Near Duplicates

MP4 HD43m•94.49 MB

Stream

Project 8- Zero-Shot Image Classification

MP4 HD43m•95.01 MB

Stream

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What You'll Master in this Free Download Course

Advanced NLP for Data Scientists

Advanced image processing

Text data processing

Embedding textual and image data in a common vector space

Implement image search like Google image search

Text and image data clustering

About this Free Download Course

Course 2025 Advanced Machine Learning and Deep Learning Projects. This advanced machine learning and deep learning course covers the following topics: SBERT and BERT: These pre-trained models are used for natural language processing tasks such as sentence classification, entity name recognition, and question answering. Sentence embeddings and similarity measures: techniques for representing sentences as numeric vectors and methods for comparing similarity between sentences. Clustering: algorithms for grouping similar data, such as k-means and hierarchical clustering. Text summarization: Techniques for automatically generating a concise summary of a longer text. Question Answering: Techniques for automatically answering questions based on a given text. Image clustering: Algorithms for grouping similar images. Image Search: Techniques for searching images based on their content. Throughout the course, students will work on hands-on projects that help them apply the concepts learned to real-world problems. They will also have the opportunity to implement the latest state-of-the-art techniques in the field to solve various NLP and CV problems.

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