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Showing: 42 courses
Ken Jee

Build a Data Science Portfolio

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Learn to create an impressive data science portfolio website using Github Pages, Hugo, and other tools to showcase your skills and projects effectively.
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4 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Lucid Programming

Data Science

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Learn data science techniques using Python, Pandas, and TensorFlow. Explore regression analysis and practical applications with wine datasets on Kaggle.
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4 Lesons
1 hour 30 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning T5 for Document Classification - Part 0: Proof of Concept (Español)

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Personaliza Flan-T5 para clasificación de documentos usando un dataset pequeño de 1000 documentos en 10 clases.
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1 Lesons
42 minutes
On-Demand
Free-Video
1littlecoder

Make a Beautiful Ggplot2 Bar Chart from Basic to Powerful Themes

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Learn to create stunning ggplot2 bar charts in R, from basic techniques to advanced theming. Master data cleaning, chart customization, and professional visualization using real-world crime data.
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8 Lesons
28 minutes
On-Demand
Free-Video
Open Data Science

ODSC West 2015 - Anthony Goldbloom - "Kaggle- The Home of Data Science"

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Explore Kaggle's role in data science, machine learning competitions, and innovative approaches to problem-solving with insights from CEO Anthony Goldbloom.
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37 Lesons
39 minutes
On-Demand
Free-Video
Rob Mulla

Kaggle Competition Starter Notebook Walkthrough

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Learn to create a starter notebook for a Kaggle competition, covering feature engineering, cross-validation, and LightGBM modeling. Gain practical insights from a Kaggle Grandmaster on predictive modeling and Python coding.
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15 Lesons
26 minutes
On-Demand
Free-Video
1littlecoder

Kaggle Competition Submission - Learn Python ML in 30 Days - Day 11

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Learn to participate in machine learning competitions on Kaggle. Create and submit predictions, improving your skills through hands-on practice in a real-world competitive environment.
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1 Lesons
24 minutes
On-Demand
Free-Video
1littlecoder

Building Your First Machine Learning Model and Model Validation - Day 9

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Learn to build and validate your first machine learning model using scikit-learn. Explore techniques for handling large datasets, selecting features, and evaluating model performance through hands-on exercises.
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22 Lesons
52 minutes
On-Demand
Free-Video
1littlecoder

Python Libraries and Operator Overloading for Machine Learning - Day 7 of 30 Days of ML

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Explore Python libraries for machine learning, focusing on external code integration and operator overloading. Part of a 30-day challenge to build daily ML coding habits.
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1 Lesons
28 minutes
On-Demand
Free-Video
1littlecoder

Python Loops and List Comprehension - Kaggle 30 Days of ML Day 5

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Explore Python loops and list comprehensions for efficient code execution in machine learning, condensing multi-line operations into concise, powerful one-liners.
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15 Lesons
36 minutes
On-Demand
Free-Video
1littlecoder

Python Boolean, Conditionals, and IF-ELSE Statements - Kaggle 30 Days of ML Day 4

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Learn Python fundamentals for machine learning: Booleans, conditionals, and if-else statements. Part of Kaggle's 30 Days of ML challenge to build daily coding habits.
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1 Lesons
58 minutes
On-Demand
Free-Video
1littlecoder

How to Become a Practical Data Scientist with Kaggle Learn

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Discover a comprehensive, free path to becoming a practical data scientist using Kaggle Learn's step-by-step courses, covering Python, machine learning, data visualization, and more.
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7 Lesons
23 minutes
On-Demand
Free-Video
1littlecoder

AutoML Frameworks Accuracy Comparison with Kaggle Data

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Explore the performance of popular AutoML frameworks across 10 Kaggle competitions, analyzing their accuracy and effectiveness in tackling real-world machine learning challenges.
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1 Lesons
20 minutes
On-Demand
Free-Video
Linux Foundation

Simplifying Testing of Spark Applications

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Learn techniques to simplify testing Spark applications, covering Python UDFs, Pandas UDFs, and functional APIs. Explore practical scenarios and demos for efficient data processing and analysis.
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21 Lesons
46 minutes
On-Demand
Free-Video
Jeff Heaton

Kaggle Notebooks - Introduction to Cloud-Based Data Science Platforms

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Explore Kaggle notebooks for seamless data access, free GPU usage, and efficient machine learning model development without complex local setups.
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1 Lesons
13 minutes
On-Demand
Free-Video
Rob Mulla

Detect Text in Images with Python - Pytesseract vs. EasyOCR vs. Keras OCR

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Comprehensive comparison of pytesseract, easyocr, and keras_ocr for extracting text from images using Python, with practical examples and performance analysis.
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9 Lesons
22 minutes
On-Demand
Free-Video
1littlecoder

Python Lists and Tuples for Machine Learning - Day 5 of 30 Days of ML

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Learn Python lists and tuples for machine learning, focusing on storing and managing ordered collections of values. Practical examples and exercises included to reinforce key concepts.
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1 Lesons
37 minutes
On-Demand
Free-Video
1littlecoder

Python Functions and Getting Help - Kaggle 30 Days of ML Day 3

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Learn Python functions for machine learning, including defining and calling functions, getting help, and practical exercises to reinforce your understanding.
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9 Lesons
42 minutes
On-Demand
Free-Video
ETHTaipei

Unraveling ZKML - Present Realities and Future Horizons in Privacy-Preserving AI

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Explore the intersection of zero-knowledge proofs and machine learning, examining current applications, privacy challenges, and future developments in AI security.
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11 Lesons
30 minutes
On-Demand
Free-Video
Conf42

Utilizing the Power of Machine Learning in Healthcare - Heart Failure Prediction

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Explore machine learning's potential in healthcare through heart failure prediction, addressing diagnostic limitations and leveraging neural networks with real-world data.
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10 Lesons
16 minutes
On-Demand
Free-Video
Edan Meyer

Can OpenAI Codex Compete in an ML Competition?

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Explore OpenAI Codex's capabilities in ML competitions, examining its LSTM approach for a Kaggle challenge and assessing its performance against human competitors.
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8 Lesons
32 minutes
On-Demand
Free-Video
Nicholas Renotte

Build a ML Classification Model in 12 Lines with PyCaret

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Learn to rapidly build and evaluate a heart disease prediction model using PyCaret, a low-code ML library. Covers data loading, model training, testing, and saving in just 12 lines of code.
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9 Lesons
22 minutes
On-Demand
Free-Video
International PHP Conference

Building Recommender System in PHP8

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Develop a fully functional Movie Recommendation Engine using PHP8 and Kaggle datasets. Learn recommendation system basics and create a customizable solution for personalized movie suggestions.
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1 Lesons
49 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

How to Do SDXL Training with Kohya LoRA - Kaggle - No GPU Required

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Master Stable Diffusion XL training using Kaggle's free GPUs. Learn to set up, train, and utilize LoRA models with Kohya SS GUI, optimizing your AI image generation workflow.
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53 Lesons
49 minutes
On-Demand
Free-Video
1littlecoder

AutoXGB - Automated ML with XGBoost + Optuna + FastAPI - Kaggle Demo

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Explore AutoXGB, a Python library for automated machine learning using XGBoost, Optuna, and FastAPI. Learn its parameters and application in a Kaggle competition.
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1 Lesons
24 minutes
On-Demand
Free-Video
1littlecoder

Understanding SHAP Summary Plot - Interpretable Machine Learning - Day 19

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Explore SHAP and Shapley values for interpretable machine learning, focusing on summary plots and dependence plots to enhance model explainability and insights.
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1 Lesons
21 minutes
On-Demand
Free-Video
1littlecoder

Feature Importance in Machine Learning - Permutation Importance with ELI5

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Explore permutation importance in machine learning, understanding its significance and application through hands-on examples using ELI5 for Random Forest models.
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1 Lesons
27 minutes
On-Demand
Free-Video
1littlecoder

Kaggle 30 Days of ML - Day 12 - Missing Values and Categorical Variables

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Explore missing values and categorical variables in machine learning, learning practical approaches to handle data imperfections and enhance model performance.
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1 Lesons
50 minutes
On-Demand
Free-Video
1littlecoder

Overfitting, Underfitting, and Random Forests in Machine Learning - Day 10

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Explore overfitting, underfitting, and random forests in machine learning. Learn to build accurate models and apply these concepts to improve your ML skills.
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7 Lesons
39 minutes
On-Demand
Free-Video
Abhishek Thakur

Text Extraction From a Corpus Using BERT - Question Answering

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Learn to extract text from tweets using BERT for sentiment analysis. Hands-on tutorial covers data preparation, model implementation, and evaluation for Kaggle competition.
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10 Lesons
1 hour 28 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

How to Use Stable Diffusion, SDXL, ControlNet, LoRAs for Free Without a GPU on Kaggle Like Google Colab

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Learn to use Stable Diffusion, SDXL, ControlNet, and LoRAs for free on Kaggle without a GPU. Step-by-step guide covers setup, model downloads, extensions, and troubleshooting for AI image generation.
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59 Lesons
51 minutes
On-Demand
Free-Video
Nvidia

Boosted Trees and Deep Neural Networks for Better Recommender Systems

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Explore GPU-accelerated boosted trees and deep neural networks for building winning recommender systems, featuring insights from Kaggle Grandmasters on the ACM RecSys Challenge.
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6 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

V-Express AI Talking Avatar Generator Tutorial - Cloud Installation and Usage Guide

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Learn to use V-Express, an open-source tool for creating AI-powered talking avatars from static images. Covers installation and usage on various cloud platforms, including Massed Compute, RunPod, and Kaggle.
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19 Lesons
26 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

IP-Adapter-FaceID Tutorial - Installation, Usage, and Advanced Features

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Comprehensive guide on using IP-Adapter-FaceID for face transfer across Windows, RunPod, and Kaggle. Covers installation, customization, model conversion, and advanced features for seamless image generation.
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37 Lesons
31 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

Stable Cascade Tutorial - Installation and Usage on Cloud Platforms

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Comprehensive guide to installing and using Stable Cascade, a powerful AI image generation model, on various cloud platforms. Learn setup, optimization, and image management techniques.
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23 Lesons
25 minutes
On-Demand
Free-Video
TensorFlow

Introducing Gemma - Google's Family of Open AI Models

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Explore Gemma, Google's open AI models, with Tris Warkentin. Learn about its capabilities, responsible AI measures, and potential impact on developers. Discover Tris's journey from tech writing to AI product management.
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12 Lesons
58 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

Using SwarmUI and Stable Diffusion 3 on Cloud Services - Installation and Usage Guide

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Learn to install and use SwarmUI with Stable Diffusion 3 on cloud services like Massed Compute, RunPod, and Kaggle. Covers setup, GPU optimization, model downloading, and image generation across platforms.
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32 Lesons
36 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning ViT Classifier with Retina Images and Converting to ONNX - Video 3

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Fine-tune a Vision Transformer for diabetic retinopathy detection using EyeQ dataset and convert the model to ONNX format for efficient deployment.
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1 Lesons
12 minutes
On-Demand
Free-Video
Google Cloud Tech

The State of Data Science and Machine Learning in 2022 - Kaggle Survey Insights

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Explore insights from Kaggle's annual survey on data scientists, covering backgrounds, tools, work life, and industry trends. Gain valuable perspective on the field's current state.
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5 Lesons
29 minutes
On-Demand
Free-Video
Jeff Heaton

Introduction to Kaggle for Data Science Competitions - Lecture 8.1

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Learn to navigate Kaggle competitions, understand public and private leaderboards, and prepare for a custom dataset assignment using Large Language Models in this data science and machine learning guide.
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1 Lesons
12 minutes
On-Demand
Free-Video
1littlecoder

Best Open Source Text-to-Speech AI Tutorial - Parler-TTS in 2024

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Explore Parler-TTS, an open-source text-to-speech model generating natural speech in customizable styles. Learn about its features, implementation, and advantages over other TTS models.
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1 Lesons
15 minutes
On-Demand
Free-Video
Data Science Conference

How Deep Learning is Revolutionizing Sports Analytics

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Explore how deep learning transforms sports analytics through player tracking, performance analysis, and data-driven decision making to revolutionize team strategies and viewer experiences.
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12 Lesons
42 minutes
On-Demand
Free-Video