Канал: Spencer Pao

Popular Financial Momentum Strategies in Python | MACD | RSI | Stochastic Oscillator | ROC

Popular Financial Momentum Strategies in Python | MACD | RSI | Stochastic Oscillator | ROC

Question Answering | NLP | QA | Tranformer | Natural Language Processing | Python | Theory | Code

Question Answering | NLP | QA | Tranformer | Natural Language Processing | Python | Theory | Code

Understanding and Applying BERT | Bidirectional Encoder Representations from Transformers | NLP | Py

Understanding and Applying BERT | Bidirectional Encoder Representations from Transformers | NLP | Py

Transformers EXPLAINED! Neural Networks | | Encoder | Decoder | Attention

Transformers EXPLAINED! Neural Networks | | Encoder | Decoder | Attention

How to USE Named Entity Recognition (NER) Models | NLP | Text Categorization | SpaCy

How to USE Named Entity Recognition (NER) Models | NLP | Text Categorization | SpaCy

NLP Text Cleaning and Preprocessing | Tokenization | Lemmatization | Sententizer | Paragraphizer

NLP Text Cleaning and Preprocessing | Tokenization | Lemmatization | Sententizer | Paragraphizer

BEGINNERS Guide HOW to Bulk Mint NFTs on Rarible and Opensea | ERC 1155 | MetaMask | Rinkeby | Remix

BEGINNERS Guide HOW to Bulk Mint NFTs on Rarible and Opensea | ERC 1155 | MetaMask | Rinkeby | Remix

A Machine Learns to Paint Without Painting (Caught in 4k)

A Machine Learns to Paint Without Painting (Caught in 4k)

Publish and Distribute Python Packages on PyPi | pip | setup | versioneer | manifest | wheel | toml

Publish and Distribute Python Packages on PyPi | pip | setup | versioneer | manifest | wheel | toml

Road to Hypothetical Millionaire Status: Defense Companies | DCF | Finance | Industry | Evaluation

Road to Hypothetical Millionaire Status: Defense Companies | DCF | Finance | Industry | Evaluation

Argparse in 5 minutes | All You Need To Know |Run scripts on CLI | Python | Production

Argparse in 5 minutes | All You Need To Know |Run scripts on CLI | Python | Production

ML/AI Machine Learns to Paint! #shorts

ML/AI Machine Learns to Paint! #shorts

How to Create Artwork with a Computer | GANs | Google Colab GPU | Python | Walkthrough

How to Create Artwork with a Computer | GANs | Google Colab GPU | Python | Walkthrough

How To Build A Website | Github Pages | Jekyll | Template

How To Build A Website | Github Pages | Jekyll | Template

Deep Q Networks | Q Learning | Reinforcement Learning | Epsilon-Greedy Policy | Python | AI Gym

Deep Q Networks | Q Learning | Reinforcement Learning | Epsilon-Greedy Policy | Python | AI Gym

Like Dislike Count DONE | Cron Job in Production | AWS Lambda | AWS EventBridge | AWS EC2 | AWS SSM

Like Dislike Count DONE | Cron Job in Production | AWS Lambda | AWS EventBridge | AWS EC2 | AWS SSM

Road to Hypothetical Millionaire Status: The Beginning

Road to Hypothetical Millionaire Status: The Beginning

Reinforcement Learning | Customized AI Gym Setup

Reinforcement Learning | Customized AI Gym Setup

Completing the Dislike Counter for ALL my YouTube Videos!

Completing the Dislike Counter for ALL my YouTube Videos!

Automating the Display of Dislikes BACK on my Channel

Automating the Display of Dislikes BACK on my Channel

Quant Strategy: Arbitrage Trading Algorithm (Cross-Exchange)

Quant Strategy: Arbitrage Trading Algorithm (Cross-Exchange)

What is a Quant? What do Quants do? Breaking down Roles in the Quant Industry!

What is a Quant? What do Quants do? Breaking down Roles in the Quant Industry!

Beating the Chrome Dinosaur Game with AI !!!

Beating the Chrome Dinosaur Game with AI !!!

Principal Component Regression in R

Principal Component Regression in R

Teaching AI to beat the Dinosaur Game | Python | Computer Vision | Canny Edge Detection

Teaching AI to beat the Dinosaur Game | Python | Computer Vision | Canny Edge Detection

AI vs Chrome Dinosaur Game | Computer Vision | FPS | Data Engineering | Screenshots | Live Coding

AI vs Chrome Dinosaur Game | Computer Vision | FPS | Data Engineering | Screenshots | Live Coding

Absolute Paths in Python | Absolute Imports | Modularization | Live Coding | Parametrization

Absolute Paths in Python | Absolute Imports | Modularization | Live Coding | Parametrization

Logging in Python | Production | Live Code Demonstration | Logging to Files | Levels | Formatting

Logging in Python | Production | Live Code Demonstration | Logging to Files | Levels | Formatting

Extracting Text from Images | Optical Character Recognition | OCR

Extracting Text from Images | Optical Character Recognition | OCR

EVERY Data Scientist NEEDS to know what a Machine Learning Lifecycle is!

EVERY Data Scientist NEEDS to know what a Machine Learning Lifecycle is!

Behavioral-Technical Data Science Interview | College Level Questions

Behavioral-Technical Data Science Interview | College Level Questions

Understanding and Applying Naive Bayes in R

Understanding and Applying Naive Bayes in R

Basics of Regex (Regular Expressions)

Basics of Regex (Regular Expressions)

Understanding and Applying XGBoost Regression Trees in R

Understanding and Applying XGBoost Regression Trees in R

Understanding and Applying XGBoost Classification Trees in R

Understanding and Applying XGBoost Classification Trees in R

Evaluating Classification and Regression Machine Learning Models

Evaluating Classification and Regression Machine Learning Models

Electoral College Progression of the USA

Electoral College Progression of the USA

Advance Your Visualizations in R

Advance Your Visualizations in R

Popular Methods to Cleaning Data in Python | Pandas

Popular Methods to Cleaning Data in Python | Pandas

Data Wrangling and Munging in R

Data Wrangling and Munging in R

Building a Recommendation System in Python

Building a Recommendation System in Python

NLP Sentiment Analysis in Python

NLP Sentiment Analysis in Python

The Makings of a Data Scientist

The Makings of a Data Scientist

Data Science vs Data Engineer vs Data Analyst Roles Explained

Data Science vs Data Engineer vs Data Analyst Roles Explained

Quant Strategy: Pairs Trading Algorithm (Mean Reversion)

Quant Strategy: Pairs Trading Algorithm (Mean Reversion)

Machine Learning Engineer: Deploying a Machine Learning Model

Machine Learning Engineer: Deploying a Machine Learning Model

Sampling Data with SMOTE, Tomek Links, and Nearmiss in R

Sampling Data with SMOTE, Tomek Links, and Nearmiss in R

Bayesian Regression in R

Bayesian Regression in R

Identifying Potential Fraud with Benford's Law in R

Identifying Potential Fraud with Benford's Law in R

Dealing with MISSING Data! Data Imputation in R (Mean, Median, MICE!)

Dealing with MISSING Data! Data Imputation in R (Mean, Median, MICE!)

ANOVA and MANOVA Analysis in R

ANOVA and MANOVA Analysis in R

Understanding and Applying Vector Machines in R (SVM, LDA, QDA)

Understanding and Applying Vector Machines in R (SVM, LDA, QDA)

Understanding and Applying Factor Analysis in R

Understanding and Applying Factor Analysis in R

Ensemble Method: Boosting (Hypothesis Boosting)

Ensemble Method: Boosting (Hypothesis Boosting)

Ensemble Method: Stacking (Stacked Generalization)

Ensemble Method: Stacking (Stacked Generalization)

Ensemble Method: Bagging (Bootstrap aggregating)

Ensemble Method: Bagging (Bootstrap aggregating)

[HYPER THREADING] MAXIMIZING CPU UTILIZATION in R!

[HYPER THREADING] MAXIMIZING CPU UTILIZATION in R!

Applying and Understanding K-Nearest Neighbors (KNN) in R

Applying and Understanding K-Nearest Neighbors (KNN) in R

Understanding and Applying Autoencoders in Python!

Understanding and Applying Autoencoders in Python!

Saving and Loading Machine Learning Models (Transfer Learning!)

Saving and Loading Machine Learning Models (Transfer Learning!)

[LSTM] Applying and Understanding Long Short-term Memory in Python

[LSTM] Applying and Understanding Long Short-term Memory in Python

[GRU] Applying and Understanding Gated Recurrent Unit in Python

[GRU] Applying and Understanding Gated Recurrent Unit in Python

[RNN] Applying and Understanding Recurrent Neural Networks in Python

[RNN] Applying and Understanding Recurrent Neural Networks in Python

Understanding and Applying Neural Networks in Python

Understanding and Applying Neural Networks in Python

Applying and Understanding GANS and STYLEGANS

Applying and Understanding GANS and STYLEGANS

Breaking Down Discounted Cash Flows (DCF) Models

Breaking Down Discounted Cash Flows (DCF) Models

Capital Asset Pricing Model Done Easy (CAPM)

Capital Asset Pricing Model Done Easy (CAPM)

SAVING TIME: Scraping Financial Data

SAVING TIME: Scraping Financial Data

Applied ARIMA(x) Analysis Model in R

Applied ARIMA(x) Analysis Model in R

Monte Carlo Simulations for the Ideal Stock Portfolio!

Monte Carlo Simulations for the Ideal Stock Portfolio!

Hierarchical Clustering in R

Hierarchical Clustering in R

Applied K-Means Clustering in R

Applied K-Means Clustering in R

Applied Principal Component Analysis in R

Applied Principal Component Analysis in R

Applying Random Forests and Decision Trees in R pt. 2

Applying Random Forests and Decision Trees in R pt. 2

Applying Random Forests and Decision Trees in R pt. 1

Applying Random Forests and Decision Trees in R pt. 1

Automating Follow System | Instagram

Automating Follow System | Instagram

Using Cookies to Remember Past Actions | Instagram Login

Using Cookies to Remember Past Actions | Instagram Login

Automating Like System | Instagram

Automating Like System | Instagram

Automating Instagram Login with Selenium

Automating Instagram Login with Selenium

Introduction to Selenium via Python!

Introduction to Selenium via Python!

How to Configure Selenium

How to Configure Selenium

Making Your Machine Learning Model EVEN MORE ROBUST!

Making Your Machine Learning Model EVEN MORE ROBUST!

R's Version of Scikit-Learn (Caret)

R's Version of Scikit-Learn (Caret)

Cross Validation Theory

Cross Validation Theory

Applied Elastic Net Regression in R

Applied Elastic Net Regression in R

Elastic Net Regression Theory

Elastic Net Regression Theory

Applied Lasso Regression in R

Applied Lasso Regression in R

Lasso Regression Theory

Lasso Regression Theory

Applied Ridge Regression in R part 2

Applied Ridge Regression in R part 2

Applied Ridge Regression in R part 1

Applied Ridge Regression in R part 1

Ridge Regression Theory

Ridge Regression Theory

Applying Logistic Regression in R

Applying Logistic Regression in R

Understanding Logistic Regression in R

Understanding Logistic Regression in R

HOW TO: Multiple Linear Regression --Modeling-- Part 2

HOW TO: Multiple Linear Regression --Modeling-- Part 2

HOW TO: Multiple Linear Regression -- Analysis -- Part 1

HOW TO: Multiple Linear Regression -- Analysis -- Part 1

HOW TO: Linear Regression in RStudio

HOW TO: Linear Regression in RStudio