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Showing: 14,710 courses
NPTEL

Supply Chain Analytics

21 rewiews
Learn to optimize supply chains using analytics, forecasting, inventory management, network design, and decision-making under uncertainty. Gain practical skills for strategic planning and operational efficiency.
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40 Lesons
22 hours
On-Demand
Free-Video
NPTEL

Data Mining

25 rewiews
Comprehensive exploration of data mining techniques, covering preprocessing, association rules, classification methods, and clustering algorithms for extracting valuable insights from datasets.
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36 Lesons
16 hours
On-Demand
Free-Video
Elvis Saravia

Prompt Engineering Overview

15 rewiews
Comprehensive overview of prompt engineering techniques, from basics to advanced, with tools, applications, and future directions. Includes resources for further learning and practice.
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5 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

Introduction to Deep Learning

12 rewiews
Deep Learning is subset of machine learning focused on extracting patterns from data using neural networks and use those patterns to inform the learning tasks.
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71 Lesons
2 days 7 hours 16 minutes
On-Demand
Free-Video
NPTEL

Big Data Computing

13 rewiews
Comprehensive exploration of big data technologies, covering Hadoop, Spark, key-value stores, streaming analytics, machine learning, and graph processing for large-scale data analysis and insights.
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35 Lesons
19 hours
On-Demand
Free-Video
Great Learning

Introduction to Video Editing - Video Editing Tutorials

11 rewiews
Learn video editing basics, from organizing footage to fine-tuning, with hands-on demonstrations using Premiere Pro. Explore industry jargon, career opportunities, and essential principles for creating polished videos.
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11 Lesons
1 hour 17 minutes
On-Demand
Free-Video
ArcGIS

Imagery and Remote Sensing

8 rewiews
Learn the basics of observing and understanding our planet with the help of Arc Gis.
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43 Lesons
7 hours
On-Demand
Free-Video
NPTEL

Business Analytics for Management Decision

8 rewiews
This course will be exclusively quantitative and an application to business/management-related problems. It is connected with problem sets and real life cases to know the relevance of a particular problem and the decision-making thereof.
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60 Lesons
1 day 15 hours
On-Demand
Free-Video
NPTEL

Project and Production Management

4 rewiews
Comprehensive overview of project and production management, covering identification, appraisal, scheduling, resource allocation, monitoring, and organizational aspects, plus production system lifecycle and decision-making tools.
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41 Lesons
1 day 15 hours
On-Demand
Free-Video
Academic Lesson

SPSS Tutorial for Data Analysis - SPSS for Beginners

4 rewiews
Comprehensive SPSS tutorial covering various statistical analyses, from basic tests to advanced regression techniques. Ideal for beginners seeking practical data analysis skills using IBM SPSS Statistics.
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20 Lesons
2 hours 31 minutes
On-Demand
Free-Video
Venelin Valkov

Object Detection on Custom Dataset with YOLO - Fine-Tuning with PyTorch and Python Tutorial

6 rewiews
Fine-tune YOLO v5 for custom object detection using PyTorch. Learn model installation, training, evaluation, and application on a clothing dataset.
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6 Lesons
31 minutes
On-Demand
Free-Video
Nvidia

How to Perform Large-Scale Image Classification

3 rewiews
Learn how Kaggle Grandmasters built large-scale image classification models for landmark recognition, overcoming challenges of 81,000+ classes. Discover winning strategies, architectures, and techniques for efficient modeling and competition success.
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17 Lesons
54 minutes
On-Demand
Free-Video
5 Minutes Engineering

Artificial Intelligence and Robotics

4 rewiews
Explore AI and robotics concepts including search algorithms, expert systems, natural language processing, neural networks, and robotic applications through Hindi-language explanations and examples.
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50 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Stanford University

Generalization and Personalization in Federated Learning - Karan Singhal

1 rewiews
Explore generalization and personalization in federated learning, focusing on medical AI applications. Insights on improving model performance across diverse data distributions and healthcare settings.
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43 Lesons
56 minutes
On-Demand
Free-Video
Ken Jee

Sports Analytics

4 rewiews
Explore sports analytics through diverse projects, data scraping, and statistical analyses. Learn to predict outcomes, simulate games, and gain insights into various sports using data science techniques.
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18 Lesons
4 hours 30 minutes
On-Demand
Free-Video
University of Oxford

Research Seminar - Identifiability and Inference in Cell Biology

2 rewiews
Explores mathematical modeling in cell biology, focusing on identifiability and inference. Discusses challenges in developing realistic models for interpreting quantitative data and showcases applications in biological mechanisms.
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26 Lesons
51 minutes
On-Demand
Free-Video
NPTEL

Basic Electrical Technology

2 rewiews
Comprehensive exploration of electrical technology fundamentals, covering circuits, components, analysis methods, transformers, DC machines, three-phase systems, and motors for a solid foundation in electrical engineering.
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39 Lesons
1 day 15 hours
On-Demand
Free-Video
Indian Institute of Technology Madras

Machine Learning

2 rewiews
In this course we intend to introduce some of the basic concepts of machine learning from a mathematically well motivated perspective. We will cover the different learning paradigms and some of the more popular algorithms and architectures used in each o…
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88 Lesons
1 day 12 hours
On-Demand
Free-Video
Steve Brunton

Singular Value Decomposition

2 rewiews
Comprehensive exploration of Singular Value Decomposition, covering mathematical foundations, applications in data processing, and implementation in MATLAB and Python for various real-world scenarios.
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43 Lesons
7 hours
On-Demand
Free-Video

Proxmox Full Course

2 rewiews
Comprehensive guide to Proxmox virtualization platform: installation, management, networking, storage, clustering, and high availability for efficient server virtualization and containerization.
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18 Lesons
6 hours
On-Demand
Free-Video
Massachusetts Institute of Technology

Tuning GPT-3 on a Single GPU via Zero-Shot Hyperparameter Transfer

1 rewiews
Discover how to tune GPT-3 hyperparameters efficiently on a single GPU using µTransfer, a technique based on the maximal update parametrization that enables optimization of large language models with minimal resources.
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19 Lesons
54 minutes
On-Demand
Free-Video
Great Learning

Data Analytics for Beginners - Introduction to Data Analytics

3 rewiews
Learn data analytics fundamentals, including the data lifecycle, machine learning basics, and exploratory data analysis using Python/R. Gain practical skills for leveraging data to solve problems and make informed decisions.
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1 Lesons
59 minutes
On-Demand
Free-Video
Nvidia

Mastering Recommender Systems

3 rewiews
Explore top strategies for building effective e-commerce recommendation systems, featuring insights from Kaggle Grandmasters on candidate generation, reranking, and model ensembling techniques.
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10 Lesons
47 minutes
On-Demand
Free-Video
Yale University

Assessing Drug Development Risk Using Big Data and Machine Learning

1 rewiews
Explore how machine learning and big data can provide accurate estimates of drug development risk, improving resource allocation and R&D productivity in the pharmaceutical industry.
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1 Lesons
36 minutes
On-Demand
Free-Video
Stanford University

Towards Unsupervised Biomedical Image Segmentation Using Hyperbolic Representations - Jeffrey Gu

2 rewiews
Explore unsupervised biomedical image segmentation using hyperbolic representations. Learn about novel self-supervised hierarchical loss and its applications in medical imaging analysis.
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18 Lesons
1 hour 3 minutes
On-Demand
Free-Video
The AI University

Machine Learning Data Pre-processing and Data Wrangling Using Python

2 rewiews
Master Python data preprocessing techniques for machine learning, including handling missing values, encoding, scaling, outlier detection, and data transformation using popular libraries.
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16 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Great Learning

Machine Translation

2 rewiews
Explore AI-powered language translation, from statistical models to neural networks. Learn about RNNs, LSTMs, and sequence-to-sequence models, with a practical English-to-French translation example.
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13 Lesons
1 hour 23 minutes
On-Demand
Free-Video
1littlecoder

How to Use ChatGPT - ChatGPT Tutorial for Beginners with 5 Use-Cases

3 rewiews
Discover ChatGPT's versatility: from creative writing to code translation, essay composition to virtual Linux machine simulation. Learn practical applications for beginners in this comprehensive tutorial.
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11 Lesons
25 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

Learning Controllers - From Engineering to AGI

1 rewiews
Exploring deep reinforcement learning for autonomous control systems, from fusion plasma to robotics, with a focus on data-efficient methods for real-world applications.
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23 Lesons
55 minutes
On-Demand
Free-Video
University of Central Florida

DreamBooth: Personalized Text-to-Image Generation - Lecture 10

1 rewiews
Explore DreamBooth's innovative approach to AI-generated imagery, including unique identifiers, recontextualization, and artistic renditions. Gain insights into its capabilities and limitations.
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15 Lesons
30 minutes
On-Demand
Free-Video
NPTEL

Deep Learning for Visual Computing

1 rewiews
Comprehensive exploration of deep learning techniques for visual computing, covering neural networks, autoencoders, and CNNs with hands-on implementations using Python and popular datasets.
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26 Lesons
11 hours
On-Demand
Free-Video

MLOps - Machine Learning Operations

1 rewiews
Learn MLOps essentials: deployment, monitoring, feature stores, and CI/CD pipelines. Hands-on with Azure, Kubernetes, TFX, and cloud platforms for efficient machine learning operations.
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16 Lesons
17 hours
On-Demand
Free-Video

ArcGIS Tutorial

1 rewiews
Comprehensive ArcGIS tutorial covering various GIS techniques, from basic operations to advanced analyses, including image processing, data extraction, and web mapping.
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78 Lesons
9 hours
On-Demand
Free-Video
Microsoft

Reproducible Data Science with Machine Learning

1 rewiews
Discover techniques for reproducible data science using machine learning, focusing on workflow organization, notebook environments, and Azure ML Compute Instances for transparent and explainable AI development.
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5 Lesons
26 minutes
On-Demand
Free-Video
Derek Banas

Seaborn Tutorial

1 rewiews
Comprehensive tutorial on Seaborn data visualization library, covering various plot types, styling options, and real-world examples for effective data representation and analysis.
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22 Lesons
1 hour
On-Demand
Free-Video
Steve Brunton

Fluid Dynamics

1 rewiews
Explore machine learning applications in fluid dynamics, from turbulence modeling to control strategies, with a focus on data-driven approaches and advanced computational techniques.
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17 Lesons
6 hours
On-Demand
Free-Video
Steve Brunton

Data-Driven Science and Engineering

1 rewiews
Explora técnicas avanzadas de aprendizaje automático, sistemas dinámicos y control con ejemplos prácticos en Matlab y Python, basados en el libro "Data-Driven Science and Engineering" de Brunton y Kutz.
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98 Lesons
20 hours
On-Demand
Free-Video
Great Learning

Mathematics for Data Science - Essential Math for Machine Learning

1 rewiews
Explore essential math for data science, including probability, statistics, machine learning, and deep learning. Learn through real-world case studies and gain insights into the crucial role of mathematics in data analysis.
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13 Lesons
1 hour 1 minute
On-Demand
Free-Video
Great Learning

Sensitivity Analysis - Types of Sensitivity Analysis

1 rewiews
Explore sensitivity analysis techniques, applications, and practical demonstrations to enhance data-driven decision-making and assess variable impacts on outcomes in various domains.
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9 Lesons
54 minutes
On-Demand
Free-Video
Microsoft

Create and Connect Secure and Trustworthy IoT Devices

1 rewiews
Explore Azure Sphere for secure IoT development, combining it with TinyML and Azure IoT Central. Learn from real-world examples and see how it simplifies creating trustworthy connected devices.
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20 Lesons
31 minutes
On-Demand
Free-Video
Kaggle

Deep Learning

1 rewiews
Explore deep learning fundamentals, computer vision, TensorFlow, Keras, transfer learning, and advanced topics like TPUs in this comprehensive introduction to neural networks.
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13 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Deep Learning Using Matlab

1 rewiews
Explore deep learning concepts and implement neural networks, including CNNs, using MATLAB for practical applications in image classification and beyond.
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9 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Neural Network Programming - Deep Learning with PyTorch

1 rewiews
Learn to build and train neural networks using PyTorch, covering tensor operations, CNN architecture, data preparation, training loops, and performance optimization techniques for deep learning projects.
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39 Lesons
9 hours
On-Demand
Free-Video
Great Learning

Python Libraries for Machine Learning

1 rewiews
Explore essential Python libraries for machine learning, including SciPy, NumPy, Pandas, Matplotlib, Seaborn, and Scikit-learn. Gain practical skills for data manipulation, analysis, and visualization.
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10 Lesons
4 hours 25 minutes
On-Demand
Free-Video
NPTEL

Deep Learning for Computer Vision

1 rewiews
The automatic analysis and understanding of images and videos, a field called Computer Vision, occupies significant importance in applications including security, healthcare, entertainment, mobility, etc.
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79 Lesons
1 day 16 hours
On-Demand
Free-Video
TensorFlow

Federated Learning - Machine Learning on Decentralized Data

1 rewiews
Explore federated learning for privacy-preserving machine learning on decentralized data. Learn about its implementation in Google products and simulation using TensorFlow Federated.
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11 Lesons
41 minutes
On-Demand
Free-Video
Brandon Rohrer

How Convolutional Neural Networks Work

1 rewiews
Explore the inner workings of Convolutional Neural Networks, from basic concepts to advanced techniques, in this comprehensive guided tour of deep learning architecture.
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11 Lesons
26 minutes
On-Demand
Free-Video
Oracle

Connected Logistics: Highway to Logistics 4.0

1 rewiews
Explore Oracle's integrated logistics solutions featuring IoT monitoring, ML, and digital assistants for consistent, on-time deliveries and enhanced supply chain management.
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9 Lesons
20 minutes
On-Demand
Free-Video
Yacine Mahdid

Learning Machine Learning Efficiently

1 rewiews
Discover an efficient approach to learning machine learning, exploring the landscape, optimal paths, and practical strategies for mastering this complex field.
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6 Lesons
27 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Custom Audio PyTorch Dataset with Torchaudio

1 rewiews
Learn to create a custom audio dataset using PyTorch and torchaudio, focusing on the UrbanSound8K dataset. Explore basic I/O functions in torchaudio and implement essential dataset class methods.
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16 Lesons
23 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Deep Learning for Sequences in Quantitative Finance

1 rewiews
Overview of deep learning sequence methods in quantitative finance, covering feature extraction, return forecasting, portfolio allocation, and trading execution. Explores applications and challenges in the investment process.
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24 Lesons
1 hour
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany

ETA Prediction with Graph Neural Networks in Google Maps - Paper Explained

1 rewiews
Explore Graph Neural Networks for ETA prediction in Google Maps, covering graph formation, features, GNN architecture, loss functions, baselines, inference, and experimental results.
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12 Lesons
39 minutes
On-Demand
Free-Video
Edan Meyer

Steps to AGI

1 rewiews
Explore DeepMind Alberta's plan for achieving AGI through reinforcement learning, continual learning, and meta-learning in complex environments, with a focus on key steps and core concepts.
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9 Lesons
44 minutes
On-Demand
Free-Video
Yannic Kilcher

LLaMA- Open and Efficient Foundation Language Models - Paper Explained

1 rewiews
Detailed explanation of Meta's LLaMA language models, covering training data, architecture, implementation, and performance. Explores how smaller models can outperform larger ones with optimized training.
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10 Lesons
41 minutes
On-Demand
Free-Video
Outlier

Diffusion Models - PyTorch Implementation

1 rewiews
Learn to implement and train diffusion models in PyTorch, covering unconditional and conditional versions, classifier-free guidance, and exponential moving average. Gain hands-on experience with state-of-the-art generative AI techniques.
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10 Lesons
22 minutes
On-Demand
Free-Video
5 Minutes Engineering

Machine Learning + Neural Networks Live Sessions - SVM

1 rewiews
Explore Support Vector Machines (SVM) in machine learning and neural networks, focusing on their applications and implementation techniques.
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1 Lesons
39 minutes
On-Demand
Free-Video
Great Learning

What is Natural Language Processing - NLP Full Course

1 rewiews
Comprehensive introduction to Natural Language Processing, covering key concepts, techniques, and applications using Python, with hands-on projects in sentiment analysis and chatbot development.
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29 Lesons
8 hours 3 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Quantum Topological Data Analysis - Part 1

1 rewiews
Explore quantum persistent homology algorithms for pattern recognition in data, leveraging quantum computing's potential to enhance traditional Topological Data Analysis methods and improve efficiency.
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1 Lesons
26 minutes
On-Demand
Free-Video
Nicholas Renotte

Automatic Number Plate Recognition Using Tensorflow and EasyOCR - Python

1 rewiews
Learn to build a real-time Automatic Number Plate Recognition system using Python, TensorFlow, and EasyOCR. Covers plate detection, OCR application, and result saving for practical implementation.
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33 Lesons
1 hour 56 minutes
On-Demand
Free-Video
Nicholas Renotte

Tensorflow Object Detection with Python - Full Course with 3 Projects

1 rewiews
Comprehensive guide to Tensorflow Object Detection: from setup to advanced projects. Learn to build, train, and deploy models for gesture, defect, and sentiment detection using Python, JavaScript, and Raspberry Pi.
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30 Lesons
5 hours 26 minutes
On-Demand
Free-Video
Nicholas Renotte

Build a Deep Face Detection Model With Python and Tensorflow - Full Course

1 rewiews
Comprehensive guide to building a face detection model using TensorFlow and Python, covering data collection, augmentation, model creation, training, and real-time testing for practical implementation.
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19 Lesons
2 hours 26 minutes
On-Demand
Free-Video
Alan Turing Institute

Engineering the Future of Medicine - The Turing Lectures

1 rewiews
Explore cutting-edge machine learning applications in biomedical data interpretation, from cellular analysis to surgical skill assessment, with renowned engineer René Vidal.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Python Simplified

Creating a Machine Learning GUI App with Taipy and TensorFlow

1 rewiews
Build a stylish GUI for image classification using Taipy and TensorFlow. Learn to process images, create neural networks, and design user-friendly interfaces for machine learning applications.
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17 Lesons
31 minutes
On-Demand
Free-Video
James Briggs

Open Source LLM - Falcon 40B Chatbot in LangChain

1 rewiews
Learn to create a chatbot and conversational agent using Falcon 40B, the top open-source LLM, with Hugging Face Transformers and LangChain. Explore code generation, refactoring, and agent capabilities.
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8 Lesons
23 minutes
On-Demand
Free-Video
Great Learning

Impact of AI in Digital Marketing - Applications of AI in Digital Marketing

1 rewiews
Explore AI's transformative impact on digital marketing, from emerging technologies to machine learning applications. Learn practical tools and real-world case studies showcasing AI's role in marketing success.
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9 Lesons
47 minutes
On-Demand
Free-Video
Fields Institute

Using Machine Learning and AI to Automate Anti-Money Laundering Efforts

1 rewiews
Explore innovative applications of ML and AI in automating anti-money laundering processes, enhancing detection and prevention strategies for financial institutions.
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1 Lesons
34 minutes
On-Demand
Free-Video
Data Science Dojo

Master ChatGPT Prompting - Advance Prompt Engineering Techniques for Optimal Results

1 rewiews
Explore advanced ChatGPT prompting techniques, from freeform to structured formats. Learn scientific principles, master fundamentals, and acquire skills in chain-of-thought and skeleton prompts for optimal results with large language models.
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10 Lesons
59 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Deep Learning and Diabetic Retinopathy by Rajiv Raman

1 rewiews
Explore deep learning applications in diabetic retinopathy detection, enhancing early diagnosis and treatment of this sight-threatening condition through advanced image analysis techniques.
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1 Lesons
1 hour
On-Demand
Free-Video
International Centre for Theoretical Sciences

Artificial Intelligence in OBGYN Ultrasound by Suresh Seshadri

1 rewiews
Explore AI applications in OBGYN ultrasound imaging, focusing on advanced techniques for improved diagnosis and patient care in obstetrics and gynecology.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Fields Institute

Lessons Learned from Using Generative AI as a Role-playing Tool in Data Science Education - April 2024

1 rewiews
Exploring Generative AI for personalized learning in Data Science education, focusing on interactive Q&A sessions and AI-generated quizzes to enhance understanding of concepts like Linear Regression.
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1 Lesons
21 minutes
On-Demand
Free-Video
Manolis Kellis

AI in Medicine - Keynote at Cambridge CCAIM24 Summer School

1 rewiews
Explore AI's transformative impact on medicine with insights from a leading expert, covering cutting-edge applications and future possibilities in healthcare.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - Computing with Physical Systems

1 rewiews
Explores Physical Neural Networks and training complex physical systems for machine learning, showcasing experiments in mechanical, electronic, and photonic systems for tasks like handwritten-digit classification.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Microsoft

Federated Learning with Azure Machine Learning

2 rewiews
Explore federated learning with Azure ML, enabling collaborative training across organizations while protecting data privacy. Includes a demo of global FL setup using NVIDIA FLare.
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11 Lesons
26 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

Feedback Control from Pixels

1 rewiews
Explore feedback control using cameras, bridging control theory and machine learning. Learn about challenges, recent advances, and potential applications in robotics and AI.
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38 Lesons
1 hour 2 minutes
On-Demand
Free-Video
TensorFlow

Natural Language Processing - Zero to Hero

1 rewiews
Explore NLP fundamentals with TensorFlow, from tokenization to sentiment analysis and AI-generated poetry, in this beginner-friendly series led by Laurence Moroney.
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6 Lesons
30 minutes
On-Demand
Free-Video
Great Learning

Product Categorization Using Machine Learning - Machine Learning With R

1 rewiews
Learn to categorize products using machine learning algorithms, improving e-commerce efficiency and marketing. Includes a case study and demo to apply the concepts in practice.
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9 Lesons
1 hour 28 minutes
On-Demand
Free-Video
Great Learning

NLP for Beginners

1 rewiews
Comprehensive introduction to NLP concepts including tokenization, normalization, stemming, parsing, and more. Ideal for beginners seeking to understand AI-powered language processing fundamentals.
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12 Lesons
2 hours 48 minutes
On-Demand
Free-Video
Great Learning

Python Machine Learning for Beginners - Machine Learning with Python 2023

1 rewiews
Comprehensive introduction to machine learning with Python, covering NumPy, Pandas, Matplotlib, and Seaborn libraries. Learn data manipulation, visualization techniques, and essential concepts for beginners.
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29 Lesons
2 hours 29 minutes
On-Demand
Free-Video
INFOSEC TRAIN

Machine Learning for Cybersecurity - Introduction to Python

1 rewiews
Explore machine learning's role in cybersecurity, from threat analysis to task automation. Learn Python basics and essential ML packages through hands-on practice with Anaconda and Jupyter Notebook.
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10 Lesons
2 hours 1 minute
On-Demand
Free-Video
Aladdin Persson

Graph Neural Networks- A Gentle Introduction

1 rewiews
Gentle introduction to Graph Neural Networks, covering key concepts, properties, and variants. Learn about graph representation, information propagation, and common tasks in this emerging field of machine learning.
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13 Lesons
29 minutes
On-Demand
Free-Video
kasukanra

Stable Diffusion - How to Train LoRA for Style - LoRA Part 1

1 rewiews
Learn to train LoRA for Stable Diffusion, covering dataset preparation, captioning, GUI usage, and testing. Explore both local and Google Colab methods for creating flexible style and character LoRAs.
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32 Lesons
1 hour 15 minutes
On-Demand
Free-Video
IEEE

The Spyware Used in Intimate Partner Violence

1 rewiews
Explores the ecosystem of spyware used in intimate partner violence, including dual-use apps, online resources for abusers, and the failure of existing security tools to address this threat.
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17 Lesons
21 minutes
On-Demand
Free-Video
Roboflow

How to Train Object Detection Transformer on Custom Dataset

1 rewiews
Learn to train Object Detection Transformers using DETR, from environment setup to custom dataset training and model evaluation. Covers PyTorch, COCO datasets, and PyTorch Lightning for efficient deep learning workflows.
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12 Lesons
23 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Preserving Data Privacy in Federated Learning - Xiaokui Xiao

1 rewiews
Explore privacy-preserving techniques in federated learning, including differential privacy, model privacy, and vertical factory learning, with insights on future developments and challenges.
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23 Lesons
35 minutes
On-Demand
Free-Video
Jeff Heaton

Programming LSTM with Keras and TensorFlow

1 rewiews
Explore LSTM and GRU layers for recurrent neural networks in Keras, laying the groundwork for NLP and time series prediction with practical examples and implementations.
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17 Lesons
28 minutes
On-Demand
Free-Video

Machine Learning

1 rewiews
Comprehensive introduction to machine learning concepts, from fundamentals to advanced techniques, with clear explanations and practical applications.
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83 Lesons
22 hours
On-Demand
Free-Video
Venelin Valkov

Evaluate LayoutLMv3 for Document Classification - Save & Load Model to HuggingFace Hub

1 rewiews
Learn to evaluate LayoutLMv3 for document classification, save and load models to HuggingFace Hub, and analyze performance using confusion matrices in this hands-on tutorial.
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9 Lesons
27 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Machine Learning in Extreme Weather Forecasting with William Drew Collins

1 rewiews
Explore innovative ML techniques for extreme weather forecasting, leveraging FourCastNet algorithm to generate massive ensembles with high accuracy and efficiency, revolutionizing atmospheric dynamics modeling.
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1 Lesons
56 minutes
On-Demand
Free-Video
James Briggs

Better Llama with Retrieval Augmented Generation - RAG

1 rewiews
Learn to enhance Llama 2 using Retrieval Augmented Generation (RAG). Build a pipeline with Pinecone, Llama 2 13B, and integrate it using Hugging Face and LangChain for improved, up-to-date language model performance.
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9 Lesons
21 minutes
On-Demand
Free-Video
Great Learning

Data Mining for Beginners - Learn Data Mining

2 rewiews
This video teaches Data Mining and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.
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17 Lesons
10 hours
On-Demand
Free-Video
TEDx

Artificial Intelligence: Who Will Teach Ethics to Machines?

1 rewiews
Esplora la sfida di insegnare l'etica all'intelligenza artificiale, proponendo un'algor-etica per garantire che le macchine servano l'umanità mentre la tecnologia avanza rapidamente.
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1 Lesons
16 minutes
On-Demand
Free-Video
NPTEL

Artificial Intelligence

1 rewiews
Comprehensive exploration of AI fundamentals, covering search algorithms, logic, planning, reasoning under uncertainty, and machine learning techniques like decision trees and neural networks.
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28 Lesons
1 day 4 hours
On-Demand
Free-Video

AC Circuit Analysis - Mutual Inductance & Transformers

1 rewiews
Explore mutual inductance, self-inductance, and transformers in AC circuits. Learn about step-up and step-down transformer circuits and their practical applications.
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2 Lesons
30 minutes
On-Demand
Free-Video
NPTEL

Practical Machine Learning with Tensorflow

1 rewiews
We will cover the basics of Tensorflow and Machine Learning in the initial sessions and advanced topics in the latter part. After this course, the students will be able to build ML models using Tensorflow.
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34 Lesons
16 hours
On-Demand
Free-Video
Nicholas Renotte

Sales Forecasting in Excel with Machine Learning and Python Automation

1 rewiews
Automate sales forecasting using AutoAI and Python, integrating machine learning pipelines with Excel for efficient and accurate predictions.
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7 Lesons
20 minutes
On-Demand
Free-Video
Great Learning

Bank Transaction Fraud Detection with Data Science - Fraud Detection Using Machine Learning

1 rewiews
Learn effective data science techniques for detecting bank transaction fraud using machine learning, decision trees, and anomaly detection. Gain practical insights through real-world case studies and hands-on guidance.
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5 Lesons
37 minutes
On-Demand
Free-Video
PioPetro

PETROLEUM ENGINEERING LAB Experiments

1 rewiews
Explore petroleum engineering lab experiments, covering energy transition, geology, petrophysics, and machine learning applications in the field.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
5 Minutes Engineering

Machine Learning

1 rewiews
Comprehensive Hindi course covering machine learning fundamentals, algorithms, and practical implementations using Python, with real-world examples and solved problems.
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69 Lesons
10 hours
On-Demand
Free-Video
Databricks

MLOps on Azure Databricks with MLflow

1 rewiews
Explore MLOps on Azure Databricks with MLflow, focusing on Model Registry, Webhooks, and automated pipelines for effective machine learning model lifecycle management and deployment.
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14 Lesons
53 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

AI, Machine Learning and Deep Learning

1 rewiews
Explore AI, machine learning, and deep learning concepts, including supervised, unsupervised, and reinforcement learning paradigms. Learn when to use traditional ML or deep neural networks for audio applications.
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20 Lesons
31 minutes
On-Demand
Free-Video