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Showing: 196 courses
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
statisticsmatt

Correlation

1 rewiews
Explore correlation concepts, from Pearson's coefficient to advanced topics like partial and rank correlations. Learn geometrical interpretations, multiple regression, and practical applications using R.
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17 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Microsoft Excel

1 rewiews
Master Excel essentials: data handling, formatting, graphing, and problem-solving tools. Learn through practical examples and case studies to enhance your spreadsheet skills for various applications.
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45 Lesons
4 hours 30 minutes
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

Biostatistics Using R Course

1 rewiews
Learn biostatistics with R: from basics to advanced topics like probability, inferential statistics, mixed modeling, and regression analysis. Gain practical skills for data analysis in biological sciences.
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18 Lesons
3 hours 30 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

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

Linear Regression and Linear Models

0 rewiews
Learn powerful statistical tools: linear regression and models. Predict continuous values using various data types. Covers least squares, multiple regression, t-tests, ANOVA, and R implementation.
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10 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Statistics and Machine Learning in R

0 rewiews
If you want to do statistics and machine learning in R, this playlist is for you, and you only. No one else is allowed to watch it.
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9 Lesons
1 hour 30 minutes
On-Demand
Free-Video
NPTEL

Linear Regression Analysis and Forecasting

0 rewiews
The accuracy of forecasting depends upon the goodness of obtained model. What are the steps and checks required to obtain a good model and in turn, how to do forecasting is being aimed to be taught in this course.
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24 Lesons
12 hours
On-Demand
Free-Video
NPTEL

Engineering Econometrics

0 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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61 Lesons
1 day 11 hours
On-Demand
Free-Video
Pennsylvania State University

Statistics

0 rewiews
Learn advanced statistical techniques including regression analysis, ANOVA, and model selection. Master key concepts like variance inflation, F-tests, and information criteria for robust data analysis.
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24 Lesons
3 hours 30 minutes
On-Demand
Free-Video
University of Waikato

Advanced Data Mining with Weka

0 rewiews
Explore advanced data mining techniques using Weka, covering time series forecasting, incremental learning, integration with R and Python, and distributed processing for big data analysis.
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31 Lesons
5 hours
On-Demand
Free-Video
Simons Institute

Using Algorithms to Understand Transformers and Using Transformers to Understand Algorithms

0 rewiews
Explore algorithmic tools and optimization theory to uncover Transformer mechanisms for computational tasks, and discover how Transformers design data structures for tasks like nearest neighbor search.
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1 Lesons
48 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Two Stories in Mechanistic Interpretation of Natural and Artificial Neural Computation

0 rewiews
Explore two stories in mechanistic interpretation of neural computation, covering in-context learning in Transformers and insights into linear regression tasks using linear attention models.
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1 Lesons
55 minutes
On-Demand
Free-Video

Seaborn Python Tutorial

0 rewiews
Learn data visualization with Seaborn: create scatter plots, line charts, and distribution plots. Master regression models, FacetGrid, and color palettes for effective data analysis and presentation.
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22 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Orthogonality

0 rewiews
Explora conjuntos ortogonales, proyecciones, desigualdad de Cauchy-Schwarz, proceso de Gram-Schmidt, descomposición QR, regresión lineal, espacios de producto interno, polinomios de Legendre y series de Fourier.
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12 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Great Learning

Linear Regression Machine Learning - Linear Regression in R and Python

0 rewiews
This “Linear Regression” Tutorial by Great Learning would help you to comprehensively learn all the underlying concepts of Linear Regression. You will also learn how to implement linear regression in both R language and Python language
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5 Lesons
36 minutes
On-Demand
Free-Video
Great Learning

Artificial Intelligence Full Course in Python - Artificial Intelligence Tutorial

0 rewiews
This tutorial covers AI 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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10 Lesons
10 hours 3 minutes
On-Demand
Free-Video
Great Learning

Linear Regression in Machine Learning - Linear Regression Algorithm

0 rewiews
This video teaches Linear Regression 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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10 Lesons
2 hours 13 minutes
On-Demand
Free-Video
Great Learning

Regression Analysis - Regression Coefficients - Machine Learning for Beginners

0 rewiews
In this tutorial, we have covered all the important topics such as, What is Linear regression, How it works, What are its advantages, and much more that will help you to understand this concept with ease.
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5 Lesons
4 hours 57 minutes
On-Demand
Free-Video
Great Learning

Linear Regression Analysis - Linear Regression Python - Machine Learning

0 rewiews
In this tutorial, we have covered all the topics such as, What is Linear Regression, Single Linear Regression, What are its advantages and much more, that will help you to understand this concept with ease.
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7 Lesons
50 minutes
On-Demand
Free-Video
Great Learning

Linear Regression in Python - Machine Learning - Linear Regression Algorithm

0 rewiews
Comprehensive tutorial on linear regression, covering simple and multiple regression with Excel and Python implementations. Includes step-by-step examples and practical applications in data analysis.
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5 Lesons
2 hours 3 minutes
On-Demand
Free-Video
Great Learning

Statistics for Data Science - Probability and Statistics for Engineers

0 rewiews
Comprehensive 12-hour course covering essential statistics concepts for data science, from basics to advanced topics. Taught by Stanford PhD, includes practical applications and business problem-solving.
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10 Lesons
12 hours
On-Demand
Free-Video
Great Learning

Data Science for Beginners - Learn Data Science in 9 Hours

0 rewiews
This tutorial on "Data Science for Beginners" would help you to comprehensively master all the concepts of Data Science.
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6 Lesons
8 hours 48 minutes
On-Demand
Free-Video
Great Learning

Linear Regression Full Course

0 rewiews
This “Linear Regression” Tutorial by Great Learning would help you to comprehensively learn all the underlying concepts of Linear Regression.
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6 Lesons
3 hours 52 minutes
On-Demand
Free-Video
Great Learning

Machine Learning Algorithms

0 rewiews
Explore key machine learning algorithms including Linear Regression, Naive Bayes, KNN, SVM, and Random Forest. Learn their practical applications and importance in modern technology.
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14 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Great Learning

Machine Learning with Python for Beginners

0 rewiews
Learn Python libraries, machine learning concepts, regression techniques, Naive Bayes, and deep learning fundamentals. Gain practical skills through demonstrations and examples to kickstart your machine learning journey.
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12 Lesons
9 hours 48 minutes
On-Demand
Free-Video
statisticsmatt

EM Algorithm

0 rewiews
Explore the Expectation-Maximization (EM) algorithm through theory and practical examples, covering various statistical distributions and applications in data analysis.
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12 Lesons
2 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

Exponential Family

0 rewiews
Comprehensive exploration of exponential family distributions, covering theoretical aspects and practical applications using R for simulation and confirmation of results.
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22 Lesons
3 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

Generalized Linear Models

0 rewiews
Comprehensive exploration of Generalized Linear Models, covering various regression techniques including Probit, Logistic, Complementary Log-Log, Poisson, Ordinal Logistic, and Multinomial Logistic.
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16 Lesons
3 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

General Linear Models - Regression

0 rewiews
Comprehensive exploration of linear regression models, covering simple and multiple regression techniques, statistical inference, model diagnostics, and advanced topics for in-depth statistical analysis.
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70 Lesons
17 hours
On-Demand
Free-Video
statisticsmatt

General Linear Models - Background Material

0 rewiews
Comprehensive exploration of statistical concepts and matrix algebra, covering distributions, quadratic forms, projection matrices, and advanced matrix operations for linear modeling.
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25 Lesons
4 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

General Linear Models - Design of Experiments

0 rewiews
Comprehensive exploration of general linear models and experimental design, covering ANOVA, factorial designs, and advanced statistical concepts with practical examples and R software illustrations.
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107 Lesons
22 hours
On-Demand
Free-Video
Serrano.Academy

General Machine Learning

0 rewiews
Explore key machine learning concepts, algorithms, and evaluation methods in this comprehensive introduction to the field.
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7 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Serrano.Academy

Machine Learning

0 rewiews
Comprehensive introduction to key machine learning concepts, algorithms, and applications, covering testing, error metrics, recommendation systems, and various classification methods.
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8 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Serrano.Academy

Supervised Learning

0 rewiews
Explore linear regression, logistic regression, perceptron algorithm, and support vector machines in this friendly introduction to key supervised learning concepts.
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3 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Mr Tompkins EdTech

How to Use Your Casio Graphical Calculator

0 rewiews
Comprehensive guide for maximizing Casio graphing calculators, covering advanced mathematical functions for A-level and IB Higher Mathematics topics like statistics, probability, and linear algebra.
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5 Lesons
30 minutes
On-Demand
Free-Video
Mr Tompkins EdTech

A Level Maths - Calculator Skills

0 rewiews
Master calculator skills for A-level Maths Statistics and Probability, covering mean, standard deviation, correlation, regression, and probability distributions using Casio graphical calculators.
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9 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Mr Tompkins EdTech

IB Statistics SL

0 rewiews
Learn to use Casio graphical calculators for IB Math/Statistics SL exam topics, including mean, standard deviation, correlation, regression, and probability distributions.
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10 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Acadgild

Python Machine Learning Tutorials

0 rewiews
Learn Python-based machine learning techniques including linear regression and principal component analysis through hands-on tutorials and practical implementations.
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4 Lesons
30 minutes
On-Demand
Free-Video
Ken Jee

Data Science Fundamentals

0 rewiews
Learn essential data science skills: exploration, manipulation, cleaning, and analysis using Python, Pandas, SQL, and more. Ideal for beginners seeking practical knowledge.
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9 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Statistics is Fun A.H

Linear Regression and Correlation

0 rewiews
Comprehensive exploration of linear regression and correlation, covering theory, calculations, and practical applications with solved examples and derivations.
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12 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Statistics is Fun A.H

Multiple Regression and Correlation

0 rewiews
Learn to prove partial correlation coefficient formulas, calculate variances, and derive multiple regression equations using standard deviations and correlation coefficients.
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5 Lesons
1 hour 30 minutes
On-Demand
Free-Video
365 Data Science

Statistics Tutorials

0 rewiews
Comprehensive tutorials covering key statistical concepts, data visualization, clustering, probability, and regression for aspiring data scientists.
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18 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Mr Tompkins EdTech

IB Math SL Revision

0 rewiews
Comprehensive guide for using Casio graphical calculators in IB Math SL exams, covering key statistical concepts and probability distributions with practical examples.
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12 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Professor Knudson

Linear Regression Essentials

0 rewiews
Comprehensive overview of linear regression, covering simple and multiple regression, matrix notation, estimator properties, inference, and model evaluation metrics.
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5 Lesons
30 minutes
On-Demand
Free-Video

Machine Learning

0 rewiews
Explore machine learning models through hands-on tutorials in Python and Julia, covering clustering, regression, neural networks, and more. Practical examples with code provided.
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9 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Statistics

0 rewiews
Comprehensive statistics screencasts for engineers, covering data analysis, regression, distributions, hypothesis testing, and advanced topics with practical applications in MATLAB, Excel, and POLYMATH.
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50 Lesons
5 hours
On-Demand
Free-Video

Machine Learning 1 - 2020

0 rewiews
Comprehensive introduction to machine learning fundamentals, covering probability theory, regression, classification, neural networks, clustering, and advanced topics like kernels and Gaussian processes.
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63 Lesons
21 hours
On-Demand
Free-Video
ExcelIsFun

Linear Regression Made Easy - The Epic Full Story with All Details - Excel Statistical Analysis

0 rewiews
Comprehensive guide to linear regression in Excel, covering key calculations, formulas, and visualizations. Learn to interpret data, make predictions, and understand statistical concepts through practical examples.
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34 Lesons
1 hour 12 minutes
On-Demand
Free-Video
ExcelIsFun

Basic Excel Business Analytics - Forecasting with Linear Regression: Trend & Seasonal Pattern

0 rewiews
Learn advanced Excel forecasting techniques using linear regression for trend and seasonal pattern analysis, including FORECAST function and multiple regression with categorical variables.
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6 Lesons
25 minutes
On-Demand
Free-Video
Great Learning

Linear Regression vs Logistic Regression - Learn Data Science

0 rewiews
This video teaches Linear Regression, Logistic Regression and the key differences between both with a variety of demonstrations & examples to help you get started on the right foot.
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7 Lesons
39 minutes
On-Demand
Free-Video

Machine Learning with Python Tutorials

0 rewiews
Explore AI, machine learning, and deep learning concepts, including linear regression models and practical applications like temperature estimation and virus prediction.
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8 Lesons
1 hour 30 minutes
On-Demand
Free-Video

PyTorch Tutorials - Complete Beginner Course

0 rewiews
Comprehensive guide to PyTorch: from basics to advanced concepts, covering tensors, neural networks, and model deployment. Ideal for beginners seeking practical skills.
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22 Lesons
7 hours
On-Demand
Free-Video

PyTorch Zero to All

0 rewiews
Learn essential machine learning and deep learning concepts using PyTorch, covering linear models, neural networks, CNNs, and RNNs in a comprehensive series of lectures.
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14 Lesons
3 hours 30 minutes
On-Demand
Free-Video

PyTorch for Python 3.5

0 rewiews
Learn PyTorch fundamentals, from linear models to advanced CNNs. Master gradient descent, back-propagation, regression, and neural network architectures for efficient deep learning implementation.
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14 Lesons
2 hours 30 minutes
On-Demand
Free-Video
The AI University

Machine Learning Using Spark MLLib

0 rewiews
Learn to implement machine learning algorithms using Spark MLLib, covering linear regression techniques, data preprocessing, model building, and evaluation methods in a hands-on, practical approach.
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13 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Augmented Startups

Machine Learning Fun and Easy

0 rewiews
Explore popular machine learning concepts through engaging lectures covering regression, clustering, neural networks, and more. Gain fundamental knowledge in an accessible, enjoyable format.
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13 Lesons
2 hours 30 minutes
On-Demand
Free-Video

R Tutorials

0 rewiews
Comprehensive R tutorials covering bioinformatics, statistics, and data visualization. Learn to analyze gene expression, perform regression, create plots, and conduct survival analysis using R programming.
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18 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Data Professor

Python Data Science Project

0 rewiews
Learn Python for data science through hands-on projects covering machine learning, web scraping, exploratory data analysis, and computational drug discovery. Gain practical skills using popular libraries and tools.
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17 Lesons
5 hours
On-Demand
Free-Video
Krish Naik

Complete Machine Learning in 6 Hours - Krish Naik

0 rewiews
Comprehensive machine learning tutorial covering key algorithms, techniques, and practical implementations for regression, classification, clustering, and ensemble methods.
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26 Lesons
6 hours 38 minutes
On-Demand
Free-Video
Tech with Tim

Python Machine Learning & AI Mega Course - Learn 4 Different Areas of ML & AI

0 rewiews
Comprehensive exploration of machine learning and AI in Python, covering algorithms, neural networks, chatbots, and game AI. Hands-on projects and in-depth explanations for practical skills development.
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33 Lesons
7 hours 34 minutes
On-Demand
Free-Video
Python Engineer

TensorFlow 2 Beginner Course

0 rewiews
Comprehensive introduction to TensorFlow 2.0 and Keras, covering key concepts and practical applications in deep learning through hands-on projects and real-world examples.
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12 Lesons
3 hours 19 minutes
On-Demand
Free-Video
Python Engineer

Deep Learning With PyTorch - Full Course

0 rewiews
Comprehensive PyTorch tutorial covering fundamentals, advanced concepts, and practical implementations for deep learning, from tensor basics to CNNs and transfer learning.
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18 Lesons
4 hours 36 minutes
On-Demand
Free-Video
Python Engineer

Machine Learning From Scratch in Python - Full Course With 12 Algorithms

0 rewiews
Comprehensive Python implementation of 12 popular machine learning algorithms from scratch, covering KNN, regression, SVM, decision trees, random forests, PCA, K-means, AdaBoost, and LDA.
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16 Lesons
4 hours 55 minutes
On-Demand
Free-Video
DigitalSreeni

Linear Regression Using Sci-Kit Learn in Python

0 rewiews
Learn to implement linear regression using Sci-Kit Learn in Python, from data import to model creation, evaluation, and prediction. Hands-on coding with real-world data.
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7 Lesons
25 minutes
On-Demand
Free-Video
DigitalSreeni

Scratch Assay Analysis With Just 5 Lines Code in Python

0 rewiews
Learn to analyze scratch assays efficiently using Python, covering entropy filtering, Otsu thresholding, image processing, and result plotting in just 5 lines of code.
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9 Lesons
28 minutes
On-Demand
Free-Video
Great Learning

Ultimate Machine Learning Projects with Python for Beginners - 2024

0 rewiews
Master Python-based machine learning through hands-on projects, from basic algorithms to advanced applications like fake news detection, predictive maintenance, and emotion recognition. Build a portfolio with real-world implementations.
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33 Lesons
9 hours 7 minutes
On-Demand
Free-Video
Serrano.Academy

Machine learning en espanol

0 rewiews
Introducción práctica al aprendizaje automático en español, cubriendo técnicas supervisadas y no supervisadas con aplicaciones reales como reconocimiento de imágenes y sistemas de recomendación.
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7 Lesons
3 hours 30 minutes
On-Demand
Free-Video

모두를 위한 딥러닝 - PyTorch

0 rewiews
PyTorch를 활용한 딥러닝 기초부터 고급 기술까지 실습 중심으로 학습. 텐서 조작, 선형 회귀, CNN, RNN 등 다양한 모델 구현 및 최적화 기법 습득.
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34 Lesons
10 hours
On-Demand
Free-Video

PyTorch

0 rewiews
PyTorch ile derin öğrenme: Temel kavramlardan CNN'lere kadar kapsamlı bir eğitim. Yapay sinir ağları, lineer regresyon, aktivasyon fonksiyonları ve optimizasyon teknikleri üzerine uygulamalı dersler.
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20 Lesons
3 hours 30 minutes
On-Demand
Free-Video
CodeWithHarry

Machine Learning Tutorials for Beginners Using Python in Hindi

0 rewiews
हिंदी में पायथन का उपयोग करके मशीन लर्निंग की मूल बातें सीखें। लीनियर रिग्रेशन, सपोर्ट वेक्टर मशीन और डिसीजन ट्री जैसी तकनीकों को समझें और कोड करें।
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23 Lesons
10 hours
On-Demand
Free-Video
Great Learning

Machine Learning in Hindi - Python for Machine Learning

0 rewiews
मशीन लर्निंग की मूल अवधारणाओं और पायथन के उपयोग को समझें। पांडास, नंपी, मैटप्लॉटलिब जैसे लाइब्रेरीज़ और लीनियर रिग्रेशन, लॉजिस्टिक रिग्रेशन, डिसीजन ट्री जैसे एल्गोरिदम सीखें।
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11 Lesons
4 hours 26 minutes
On-Demand
Free-Video
Great Learning

Machine Learning Full Course in Hindi

0 rewiews
मशीन लर्निंग की मूल अवधारणाओं और एल्गोरिदम का व्यापक हिंदी परिचय, जिसमें लीनियर रिग्रेशन, लॉजिस्टिक रिग्रेशन, डिसीजन ट्री, रैंडम फॉरेस्ट, नेइव बेयस और SVM शामिल हैं।
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10 Lesons
5 hours 27 minutes
On-Demand
Free-Video
Great Learning

Regression Analysis in Hindi

0 rewiews
रिग्रेशन विश्लेषण की मूल अवधारणाओं और उपयोग को समझें। लीनियर और लॉजिस्टिक रिग्रेशन के सिद्धांत और पायथन में प्रैक्टिकल डेमो शामिल हैं।
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7 Lesons
1 hour 55 minutes
On-Demand
Free-Video
Great Learning

Logistic Regression in Hindi

0 rewiews
लॉजिस्टिक रिग्रेशन की मूल अवधारणाओं को समझें, सिग्मॉइड फ़ंक्शन का अध्ययन करें, और पायथन में इसका उपयोग करके वर्गीकरण समस्याओं को हल करना सीखें।
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8 Lesons
45 minutes
On-Demand
Free-Video
Great Learning

Learn Data Science Step by Step in Hindi

0 rewiews
Comprehensive Hindi tutorial covering data science fundamentals, machine learning categories, and practical projects using Python. Includes hands-on demos with IPL, FIFA, and Marvel datasets.
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11 Lesons
2 hours 54 minutes
On-Demand
Free-Video

TensorFlow js en Espaol

0 rewiews
Aprende inteligencia artificial con TensorFlow.js: crea aplicaciones web que reconocen imágenes, sin instalaciones ni configuraciones complejas. Ideal para principiantes en IA y desarrollo web.
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9 Lesons
2 hours 30 minutes
On-Demand
Free-Video

TensorFlow Machine Learning Basic Tutorial

0 rewiews
TensorFlow와 머신러닝의 기초를 배우고 실제 프로젝트로 배추 가격 예측 AI를 개발하는 과정. 개발환경 설정부터 선형 회귀, K-평균 알고리즘, 데이터 시각화, 웹 서버 구현까지 다룹니다.
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20 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Great Learning

Linear Regression in Machine Learning - Machine Learning Tutorial

0 rewiews
Comprehensive exploration of linear regression in machine learning, covering key concepts, applications, and implementation in Python. Ideal for beginners seeking practical understanding of predictive modeling.
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8 Lesons
2 hours 15 minutes
On-Demand
Free-Video
CodeWithHarry

Linear Regression in Python Using Sklearn - Machine Learning Tutorial in Hindi

0 rewiews
स्काइकिट-लर्न का उपयोग करके पायथन में लीनियर रिग्रेशन कोड सीखें। यह ट्यूटोरियल मशीन लर्निंग की मूल अवधारणाओं को समझने और व्यावहारिक कौशल विकसित करने में मदद करेगा।
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1 Lesons
26 minutes
On-Demand
Free-Video
Fields Institute

Differentially Private Simple Linear Regression

0 rewiews
Explore advanced techniques for protecting data privacy in statistical analysis, focusing on simple linear regression methods and their applications.
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1 Lesons
37 minutes
On-Demand
Free-Video
Linux Foundation

Embedded Linux Quality Assurance: How to Not Lie with Statistics

0 rewiews
Explore statistical quality assurance for embedded Linux systems, covering best practices, automated testing, and data evaluation using R. Learn to avoid common pitfalls in interpreting results.
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24 Lesons
53 minutes
On-Demand
Free-Video
Google TechTalks

Differentially Private Multi-party Data Release for Linear Regression

0 rewiews
Explore differential privacy techniques for secure multi-party data sharing in linear regression, enhancing privacy protection in collaborative machine learning environments.
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1 Lesons
57 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation for Multiple Linear Regression Models - Part IV

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Explore IV techniques for MLRM, generalized MLRM, multiple instruments, and endogenous variables in econometric modeling.
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5 Lesons
35 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Part III

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Explore IV techniques for MLRM, Generalised MLRM, multiple instruments, and endogenous variables in econometric analysis.
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1 Lesons
27 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Simultaneous Equation Model - Part I

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Explore simultaneous equation models, focusing on identification and understanding key concepts in econometric analysis.
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1 Lesons
34 minutes
On-Demand
Free-Video
Databricks

How to Build a Cloud Data Platform - Machine Learning and Business Intelligence - Part 4

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Learn to leverage Delta Lake for dashboards and advanced analytics, enabling downstream teams with machine learning and business intelligence capabilities on a unified data platform.
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15 Lesons
1 hour 59 minutes
On-Demand
Free-Video
Simons Institute

Time Series Analysis via Matrix Estimation

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Explore matrix estimation techniques for time series analysis, focusing on imputation, algorithms, and theoretical foundations with practical applications in societal networks.
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8 Lesons
30 minutes
On-Demand
Free-Video
Derek Banas

Linear Regressions with StatsModels - Data Science Tutorial

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Learn to create linear regressions using StatsModels, exploring datasets and examples with NumPy, Pandas, Matplotlib, and Seaborn. Analyze professor ratings and tipping strategies through practical applications.
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7 Lesons
44 minutes
On-Demand
Free-Video
Java

Big Data Analytics and Processing Techniques

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Explore big data concepts, distributed systems, and analytics techniques with expert Cliff Click, covering data motion, compression, and efficient processing strategies.
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18 Lesons
28 minutes
On-Demand
Free-Video
Data Science Dojo

Coding Up a Linear Regression Algorithm From Scratch - Build Linear Regression From Python

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Advanced Python tutorial on implementing Linear Regression from scratch, covering object-oriented programming, vectorized operations, and efficient coding strategies. Bridges theory and practice for experienced data scientists.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video

Regression Series

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Comprehensive exploration of regression analysis, covering key concepts, advanced techniques, and model assumptions for data-driven decision-making.
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10 Lesons
4 hours 30 minutes
On-Demand
Free-Video

Linear Regression Concept and with R Video Series

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Comprehensive video series on linear regression concepts and R implementation, covering simple and multiple regression, assumptions, interactions, and model selection techniques.
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19 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Linear Regression in R

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Comprehensive guide to linear regression in R: model fitting, assumption checking, interpretation, categorical variables, interactions, and advanced techniques for effective data analysis.
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12 Lesons
1 hour 30 minutes
On-Demand
Free-Video
jbstatistics

Simple Linear Regression

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Learn to analyze relationships between variables using linear regression, covering model interpretation, assumptions, inference, and practical applications.
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12 Lesons
1 hour 30 minutes
On-Demand
Free-Video
StatQuest with Josh Starmer

Linear Regression, Clearly Explained

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Clear explanation of linear regression concepts, including least squares, R-squared, multivariable models, p-values, and F-distribution. Ideal for beginners seeking a solid foundation in statistical analysis.
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9 Lesons
27 minutes
On-Demand
Free-Video
Serrano.Academy

Linear Regression - A Friendly Introduction

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Discover the fundamentals of linear regression through visual explanations, exploring concepts like slope, y-intercept, and error measurement to predict housing prices effectively.
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13 Lesons
31 minutes
On-Demand
Free-Video
Richard McElreath

Statistical Rethinking 2022 - Geocentric Models

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Explore Bayesian linear regression, covering model language, generative and statistical approaches, validation, and posterior predictions for a comprehensive understanding of statistical modeling.
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10 Lesons
1 hour 21 minutes
On-Demand
Free-Video