AI & Data Science with Raghav
AI & Data Science with Raghav
  • Видео 29
  • Просмотров 155 224
How to implement Gradient Bandit Algorithm | Multi-Armed Bandits Part-5 |AI 😇
#rl #reinforcementlearning #machinelearning #ai #implementation #notebook #jupyterlab #ucb
In this video I implement Gradient bandit algorithm. It is fifth part of the Multi-Armed bandit algorithms.
The notebook for this video is uploaded on github:-
github.com/raaga500/YTshared/blob/master/V30_MultiArmedBandit_GradientBanditAlgo.ipynb
Parallized code:-
github.com/raaga500/YTshared/blob/master/main.py
github.com/raaga500/YTshared/blob/master/GradientBandit.py
Full playlist is here:
ruclips.net/p/PLpsNlYE9eGdCe9ppe6tftWDR-W-XoF6K3
The part 1 of this Multi-Armed bandit series is on youtube:-
How to implement Multi-Armed Bandit Algorithm | Implementation Part-1 | AI
ruclips.net/video/A7wRVszeVUo/видео...
Просмотров: 69

Видео

How to implement Upper Confidence Bound (UCB) Bandit Algorithm | Multi-Armed Bandits Part-4 |AI 😇7:27How to implement Upper Confidence Bound (UCB) Bandit Algorithm | Multi-Armed Bandits Part-4 |AI 😇
How to implement Upper Confidence Bound (UCB) Bandit Algorithm | Multi-Armed Bandits Part-4 |AI 😇
Просмотров 1715 месяцев назад
#rl #reinforcementlearning #machinelearning #ai #implementation #notebook #jupyterlab #ucb In this video I implement Upper Confidence Bound (UCB) bandit algorithm. It is fourth part of the Multi-Armed bandit algorithms. The notebook for this video is uploaded on github:- github.com/raaga500/YTshared/blob/master/V29_MultiArmedBanditsPart4.ipynb Full playlist is here: ruclips.net/p/PLpsNlYE9eGdCe...
How to implement Optimistic Greedy Bandit Algorithm | Multi-Armed Bandits Part-3 |AI ✌️7:04How to implement Optimistic Greedy Bandit Algorithm | Multi-Armed Bandits Part-3 |AI ✌️
How to implement Optimistic Greedy Bandit Algorithm | Multi-Armed Bandits Part-3 |AI ✌️
Просмотров 735 месяцев назад
#rl #reinforcementlearning #machinelearning #ai #implementation #notebook #jupyterlab In this video I implement a Optimistic Greedy bandit algorithm. It is third part of the Multi-Armed bandit algorithms. The part 1 of this Multi-Armed bandit series is on youtube:- How to implement Multi-Armed Bandit Algorithm | Implementation Part-1 | AI ruclips.net/video/A7wRVszeVUo/видео.html The part 2 of t...
How to handle Non Stationary rewards in Bandit Algorithm | Multi-Armed Bandits Part-2 |AI10:04How to handle Non Stationary rewards in Bandit Algorithm | Multi-Armed Bandits Part-2 |AI
How to handle Non Stationary rewards in Bandit Algorithm | Multi-Armed Bandits Part-2 |AI
Просмотров 1955 месяцев назад
#rl #reinforcementlearning #machinelearning #ai #implementation #notebook #jupyterlab In this video I implement a bandit algorithm for the Non Stationary rewards distribution. It is part of the Multi-Armed bandit algorithms. The part 1 of this Multi-Armed bandit series is on youtube:- ruclips.net/video/A7wRVszeVUo/видео.html The notebook for this vide is uploaded on github:- github.com/raaga500...
How to implement Multi-Armed Bandit Algorithm | Implementation Part-1 | AI14:10How to implement Multi-Armed Bandit Algorithm | Implementation Part-1 | AI
How to implement Multi-Armed Bandit Algorithm | Implementation Part-1 | AI
Просмотров 1735 месяцев назад
#ai #reinforcementlearning #reinforcement #bandit #rl #machinelearning In this video I cover the part 1 tutorial for explaining Multi Armed Bandit Algorithms. I will describe the implementation of Action Value methods and epsilon greedy methods in a jupyter notebook from scratch. Github link is below: github.com/raaga500/YTshared/blob/master/V26_MultiArmedSimpleBanditAlgorithm.ipynb
Train a Deep Neural Network agent to play the Cart-pole game in 2024 | Reinforcement Learning | AI21:31Train a Deep Neural Network agent to play the Cart-pole game in 2024 | Reinforcement Learning | AI
Train a Deep Neural Network agent to play the Cart-pole game in 2024 | Reinforcement Learning | AI
Просмотров 1156 месяцев назад
#ai #reinforcementlearning #neuralnetworks In this video I cover how to train a deep neural network policy to play the Cartpole game using Policy Gradient REINFORCE method Github notebook link is below:- github.com/raaga500/YTshared/blob/master/V25_CartPoleNeuralNetworkPolicy.ipynb Link to my previous video where i cover the basic policy for the cart-pole environment ruclips.net/video/tr1FxdqK6...
Create your first Reinforcement Learning AI agent: The Cartpole environment | Gymnasium library | AI12:00Create your first Reinforcement Learning AI agent: The Cartpole environment | Gymnasium library | AI
Create your first Reinforcement Learning AI agent: The Cartpole environment | Gymnasium library | AI
Просмотров 1316 месяцев назад
#ai #reinforcementlearning #machinelearning #tutorial In this video I cover the introduction to CartPole environment and basic policy to interact with the environment. How to create a basic RL agent using Gymnasium library. I cover the installation steps as well. The complete notebook described in this video is at below github link:- github.com/raaga500/YTshared/blob/master/CartPole_Gymnasium.i...
Getting Started with Reinforcement Learning in 2024 | AI10:30Getting Started with Reinforcement Learning in 2024 | AI
Getting Started with Reinforcement Learning in 2024 | AI
Просмотров 1026 месяцев назад
#ai #toturial #reinforcement #learning #machinelearning In this video i cover introduction to reinforcement learning and also the resource you can use to get started with it.
Streamlit: Easy web-app development method for python developers15:02Streamlit: Easy web-app development method for python developers
Streamlit: Easy web-app development method for python developers
Просмотров 86Год назад
In this video I will showcase the Streamlit library and build and deploy a sample Compound Interest Calculator App to free streamlit cloud Github repo:- github.com/raaga500/compoundintcalc Streamlit documentation:- docs.streamlit.io
Private GPT - Install Chat GPT locally for offline interaction and confidentiality9:04Private GPT - Install Chat GPT locally for offline interaction and confidentiality
Private GPT - Install Chat GPT locally for offline interaction and confidentiality
Просмотров 7 тыс.Год назад
Private GPT - how to Install Chat GPT locally for offline interaction and confidentiality Private GPT github link github.com/imartinez/privateGPT
How to get started with Transformer models used in ChatGPT8:12How to get started with Transformer models used in ChatGPT
How to get started with Transformer models used in ChatGPT
Просмотров 73Год назад
How to get started with Transformer models used in ChatGPT
Data Visualization in Python Part 1: Wheat Commodity Price and Production30:16Data Visualization in Python Part 1: Wheat Commodity Price and Production
Data Visualization in Python Part 1: Wheat Commodity Price and Production
Просмотров 3892 года назад
In this video I show how to use python to visualize the USDA Wheat crop yearbook dataset, This is a monthly dataset released by USDA (US department of Agriculture). It contains wheat production, supply and usage data going back to 1866 marketing year. The github link to the notebook used in this video is below. github.com/raaga500/WheatAnalysis/blob/main/WheatVisualization.ipynb Please let me k...
Why do we use Tensors in Deep Learning?6:17Why do we use Tensors in Deep Learning?
Why do we use Tensors in Deep Learning?
Просмотров 6593 года назад
What are Tensors and why do we use them in Deep Learning. This video explains my understanding of the topic. Github Repo:- github.com/raaga500/YTshared/blob/master/V11_TensorsInDeepLearning.ipynb Dan Fleish RUclips Video Tensors:- ruclips.net/video/f5liqUk0ZTw/видео.html Summary of Dan's Video:- Tensors are a combination of Components and Basis vectors. This combination makes them so powerful A...
Time Series Forecasting methods in R | Predict Youtube Subscriber growth21:03Time Series Forecasting methods in R | Predict Youtube Subscriber growth
Time Series Forecasting methods in R | Predict Youtube Subscriber growth
Просмотров 1,4 тыс.3 года назад
Two basic methods for time series forecasting of RUclips Subscriber growth My Blog where the content of this video is available in text form as well www.datasciencewithraghav.com/2021/01/18/forecasting-youtube-subscriber-growth-for-my-channel/ Using these methods you can easily forecast your RUclips channel Subscriber growth ARIMA and random walk modeling methods are used in this video Download...
Python Automation:Track Product Prices on Amazon: with complete Jupyter Notebook25:05Python Automation:Track Product Prices on Amazon: with complete Jupyter Notebook
Python Automation:Track Product Prices on Amazon: with complete Jupyter Notebook
Просмотров 1,4 тыс.4 года назад
#Python #Amazon #Automation Automated Price Tracking for Amazon using Python Get alert emails if the item you are interested in drops or increase in price Github Repo:- github.com/raaga500/AmazonPriceTracker_V9
Episode1: This week in AI | Amazon self driving , Wav2Vec2.0 and other major news in AI | JUN 28th7:31Episode1: This week in AI | Amazon self driving , Wav2Vec2.0 and other major news in AI | JUN 28th
Episode1: This week in AI | Amazon self driving , Wav2Vec2.0 and other major news in AI | JUN 28th
Просмотров 884 года назад
Episode1: This week in AI | Amazon self driving , Wav2Vec2.0 and other major news in AI | JUN 28th
4 different ways to perform Sentiment Analysis in Python | NLP26:484 different ways to perform Sentiment Analysis in Python | NLP
4 different ways to perform Sentiment Analysis in Python | NLP
Просмотров 1,4 тыс.4 года назад
4 different ways to perform Sentiment Analysis in Python | NLP
How to use multiprocessing with Pandas Dataframes | DASK | Python5:37How to use multiprocessing with Pandas Dataframes | DASK | Python
How to use multiprocessing with Pandas Dataframes | DASK | Python
Просмотров 9 тыс.4 года назад
How to use multiprocessing with Pandas Dataframes | DASK | Python
Create Interactive Dashboard in Python from scratch | Vizualization | DASH | PLOTLY17:27Create Interactive Dashboard in Python from scratch | Vizualization | DASH | PLOTLY
Create Interactive Dashboard in Python from scratch | Vizualization | DASH | PLOTLY
Просмотров 42 тыс.4 года назад
Create Interactive Dashboard in Python from scratch | Vizualization | DASH | PLOTLY
How to automatically extract major themes(Topics) from your text data |Python | NLP10:03How to automatically extract major themes(Topics) from your text data |Python | NLP
How to automatically extract major themes(Topics) from your text data |Python | NLP
Просмотров 26 тыс.4 года назад
How to automatically extract major themes(Topics) from your text data |Python | NLP
How to perform Named Entity Recognition (NER) on text data in Python | Spacy | NLTK | NLP17:07How to perform Named Entity Recognition (NER) on text data in Python | Spacy | NLTK | NLP
How to perform Named Entity Recognition (NER) on text data in Python | Spacy | NLTK | NLP
Просмотров 48 тыс.4 года назад
How to perform Named Entity Recognition (NER) on text data in Python | Spacy | NLTK | NLP
Daily Trends Visualization of COVID19 in PYTHON using PLOTLY | Python Tutorial | Plotly12:41Daily Trends Visualization of COVID19 in PYTHON using PLOTLY | Python Tutorial | Plotly
Daily Trends Visualization of COVID19 in PYTHON using PLOTLY | Python Tutorial | Plotly
Просмотров 5744 года назад
Daily Trends Visualization of COVID19 in PYTHON using PLOTLY | Python Tutorial | Plotly
How to Visualize COVID-19 data using PYTHON & PLOTLY10:34How to Visualize COVID-19 data using PYTHON & PLOTLY
How to Visualize COVID-19 data using PYTHON & PLOTLY
Просмотров 5014 года назад
How to Visualize COVID-19 data using PYTHON & PLOTLY
Data Science In R Tutorials: DataFrames15:15Data Science In R Tutorials: DataFrames
Data Science In R Tutorials: DataFrames
Просмотров 806 лет назад
Data Science In R Tutorials: DataFrames
R Tutorials 5: Lists - Basic Data Structures Part 312:32R Tutorials 5: Lists - Basic Data Structures Part 3
R Tutorials 5: Lists - Basic Data Structures Part 3
Просмотров 196 лет назад
R Tutorials 5: Lists - Basic Data Structures Part 3
R Tutorials 4: Matrices - Basic Data Structures Part 213:18R Tutorials 4: Matrices - Basic Data Structures Part 2
R Tutorials 4: Matrices - Basic Data Structures Part 2
Просмотров 216 лет назад
R Tutorials 4: Matrices - Basic Data Structures Part 2
R Tutorials 3: Vectors - Basic Data Structures Part 114:16R Tutorials 3: Vectors - Basic Data Structures Part 1
R Tutorials 3: Vectors - Basic Data Structures Part 1
Просмотров 236 лет назад
R Tutorials 3: Vectors - Basic Data Structures Part 1
R Tutorials 2: Generate Random Numbers6:50R Tutorials 2: Generate Random Numbers
R Tutorials 2: Generate Random Numbers
Просмотров 5756 лет назад
R Tutorials 2: Generate Random Numbers
R Tutorials 1: Plot a Standard Normal Curve4:58R Tutorials 1: Plot a Standard Normal Curve
R Tutorials 1: Plot a Standard Normal Curve
Просмотров 14 тыс.6 лет назад
R Tutorials 1: Plot a Standard Normal Curve