Канал: Data Science, Machine Learning, and Python

Operating and Investing and Financing Cash Flows Using Python

Operating and Investing and Financing Cash Flows Using Python

Practical SQL Server Use Cases Beyond Basic Queries Part2

Practical SQL Server Use Cases Beyond Basic Queries Part2

Heatmaps Using Python

Heatmaps Using Python

Ranking News Headlines Based on Bias

Ranking News Headlines Based on Bias

An Overview of the Transformer Architecture for Large Language Models

An Overview of the Transformer Architecture for Large Language Models

Resolving Model Drift Using Python

Resolving Model Drift Using Python

Practical SQL Server Use Cases Beyond Basic Queries Part1

Practical SQL Server Use Cases Beyond Basic Queries Part1

Optimizing Ticket Prices Using Python

Optimizing Ticket Prices Using Python

How to Train a Large Language Model and Ask it Questions

How to Train a Large Language Model and Ask it Questions

Name Normalization AKA Label Consolidation AKA Entity Resolution AKA Data Deduplication Using Python

Name Normalization AKA Label Consolidation AKA Entity Resolution AKA Data Deduplication Using Python

How to Manage the Risk of a Portfolio of Stocks Using Python

How to Manage the Risk of a Portfolio of Stocks Using Python

How to do Credit Analysis and Predict Who Will be Approved For a Loan

How to do Credit Analysis and Predict Who Will be Approved For a Loan

Comparing Spreadsheets to Find Differences Using Python

Comparing Spreadsheets to Find Differences Using Python

How to Make API Calls to Fetch YouTube Data and Analyze the Results Part1

How to Make API Calls to Fetch YouTube Data and Analyze the Results Part1

How to Make API Calls to Fetch YouTube Data and Analyze the Results Part2

How to Make API Calls to Fetch YouTube Data and Analyze the Results Part2

Spyder Chart Based on MT Cars Data

Spyder Chart Based on MT Cars Data

Causal Artificial Intelligence Using Python

Causal Artificial Intelligence Using Python

Network Analysis vs Correlation Analysis and Pairs Trading for Stocks

Network Analysis vs Correlation Analysis and Pairs Trading for Stocks

Natural Language Processing Based on the Text of a Web Page

Natural Language Processing Based on the Text of a Web Page

Network Analysis of Stocks vs Graph Analysis of Stocks Using Python

Network Analysis of Stocks vs Graph Analysis of Stocks Using Python

How to Encrypt and Hash Passwords Using Python

How to Encrypt and Hash Passwords Using Python

Backtesting Multiple Trading Strategies Using Python

Backtesting Multiple Trading Strategies Using Python

Logistic Regression vs A B Testing Using Python

Logistic Regression vs A B Testing Using Python

Creating Recommendation Systems Using Python

Creating Recommendation Systems Using Python

Looping Through Rows and Columns of a Dataframe to Create Multiple Charts

Looping Through Rows and Columns of a Dataframe to Create Multiple Charts

Deep Learning Using Python

Deep Learning Using Python

Calculate Probability of Default and Loss Given Default and Exposure at Default

Calculate Probability of Default and Loss Given Default and Exposure at Default

Causal Discovery vs Causal Inference Using Python

Causal Discovery vs Causal Inference Using Python

How to Calculate Detailed Breakdowns and Subtotals and a Grand Total All at Once

How to Calculate Detailed Breakdowns and Subtotals and a Grand Total All at Once

One Hot Encoding vs Categorical Encoding vs Label Encoding

One Hot Encoding vs Categorical Encoding vs Label Encoding

Buy or Sell or Hold Based on Fundamental Analysis

Buy or Sell or Hold Based on Fundamental Analysis

Analyzing Citi Bike Data Using Python

Analyzing Citi Bike Data Using Python

Estimating the Intrinsic Value of a Corporation Using Python

Estimating the Intrinsic Value of a Corporation Using Python

Calculating Staffing Solutions for a Bank Branch Using Python

Calculating Staffing Solutions for a Bank Branch Using Python

Forecasting Corporate Financial Statements Using Python

Forecasting Corporate Financial Statements Using Python

Where to Find the Cheapest Groceries Using Python

Where to Find the Cheapest Groceries Using Python

Optimization for Electricity Generation Using Python

Optimization for Electricity Generation Using Python

Learning SQL - Structured Query Language

Learning SQL - Structured Query Language

Recommendations Based on an Individual's Physical Location

Recommendations Based on an Individual's Physical Location

Recency and Frequency and Monetary Value Using Python

Recency and Frequency and Monetary Value Using Python

Recommendations Based on Large Language Models Using Python

Recommendations Based on Large Language Models Using Python

Screen Scraping Parent Child Relationships and Solving the Traveling Salesman Problem

Screen Scraping Parent Child Relationships and Solving the Traveling Salesman Problem

Screen Scraping Medical Procedures to Find the Lowest Cost

Screen Scraping Medical Procedures to Find the Lowest Cost

Ranking Writing Styles Using Python

Ranking Writing Styles Using Python

Load Data Into Different Databases Using Python

Load Data Into Different Databases Using Python

Load Data Into an S3 Bucket in Amazon Web Services Using Python

Load Data Into an S3 Bucket in Amazon Web Services Using Python

K Fold Cross Validation Using Python

K Fold Cross Validation Using Python

How to Improve Your Chances of Winning the Lottery Using Python

How to Improve Your Chances of Winning the Lottery Using Python

Finding Hotels with Similar Names Using Python

Finding Hotels with Similar Names Using Python

Univariate and Multivariate Time Series Analysis

Univariate and Multivariate Time Series Analysis

Time Series Analysis and Electricity Demand Forecasting

Time Series Analysis and Electricity Demand Forecasting

Principal Component Analysis vs Support Vector Machines vs Linear Discriminant Analysis

Principal Component Analysis vs Support Vector Machines vs Linear Discriminant Analysis

Calculate Total Travel Time to Go to All NYC Subway Stations in Shortest Distance and Shortest Time

Calculate Total Travel Time to Go to All NYC Subway Stations in Shortest Distance and Shortest Time

Optimization for Supply Chain Management Using Python

Optimization for Supply Chain Management Using Python

Optimization for Power Outage Restoration Using Python

Optimization for Power Outage Restoration Using Python

Optimization for Operations Management Using Python

Optimization for Operations Management Using Python

Find Missing Data for Global Stock Exchange Holidays

Find Missing Data for Global Stock Exchange Holidays

Calculate Total Travel Time and Total Miles Driven to Visit Every US State Capitol

Calculate Total Travel Time and Total Miles Driven to Visit Every US State Capitol

Plotting Longitude and Latitude Coordinates on Folium Maps

Plotting Longitude and Latitude Coordinates on Folium Maps

Optimization Process to Find Shortest Distance Between Addresses Using Google Maps

Optimization Process to Find Shortest Distance Between Addresses Using Google Maps

Optimization for Economic Profit and Work Schedules

Optimization for Economic Profit and Work Schedules

Matching Resumes to Job Opportunities Using Python

Matching Resumes to Job Opportunities Using Python

How to Determine if News is Fake or Real Using Python

How to Determine if News is Fake or Real Using Python

How to Create a File Watching Tool Using Python

How to Create a File Watching Tool Using Python

Understanding Bias and Variance Using Python

Understanding Bias and Variance Using Python

Ranking Top Performing Stocks Based on Financial Ratios

Ranking Top Performing Stocks Based on Financial Ratios

Predictive Analytics Using Regression Models and Classification Models

Predictive Analytics Using Regression Models and Classification Models

Plotting Longitude and Latitude Coordinates Using Vertical Maps in Python

Plotting Longitude and Latitude Coordinates Using Vertical Maps in Python

Plotting Longitude and Latitude Coordinates to Visualize NYC Taxi Routes

Plotting Longitude and Latitude Coordinates to Visualize NYC Taxi Routes

Plotting Longitude and Latitude Coordinates to Track Truck Routes

Plotting Longitude and Latitude Coordinates to Track Truck Routes

Making Predictions with a RandomForest Model vs TensorFlow vs PyTorch

Making Predictions with a RandomForest Model vs TensorFlow vs PyTorch

Looping Through All Classification Models and All Regression Models

Looping Through All Classification Models and All Regression Models

Fraud Detection and Benfords Law Using Python

Fraud Detection and Benfords Law Using Python

Fill NANs With Predicted Values Based on Machine Learning

Fill NANs With Predicted Values Based on Machine Learning

Calculating Total Number of Flights Traveling Over US States Using Python

Calculating Total Number of Flights Traveling Over US States Using Python

Fuzzy Search and Cosine Similarity to Analyze a Large Body of Text

Fuzzy Search and Cosine Similarity to Analyze a Large Body of Text

Fundamental Analysis of Stocks Using Regression and Python

Fundamental Analysis of Stocks Using Regression and Python

Natural Language Processing for Amazon Reviews Using Python

Natural Language Processing for Amazon Reviews Using Python

Normalization vs Standardization Using Python

Normalization vs Standardization Using Python

Should I Payoff My Mortgage or Invest in the Stock Market

Should I Payoff My Mortgage or Invest in the Stock Market

SHAP vs LIME Using Python

SHAP vs LIME Using Python

Screen Scraping Using Python

Screen Scraping Using Python

Salesforce Analysis Using Python

Salesforce Analysis Using Python

Geocoding and Reverse Geocoding and Haversine Distance

Geocoding and Reverse Geocoding and Haversine Distance

Loop Through Time Series Models Using Python

Loop Through Time Series Models Using Python

IsIn and StrContains Using Python

IsIn and StrContains Using Python

Google Places API and Google Directions API

Google Places API and Google Directions API

Fuzzy Matching Using Python

Fuzzy Matching Using Python

Outlier Detection and Isolation Forest Using Python

Outlier Detection and Isolation Forest Using Python

Dynamic Pricing Using Python

Dynamic Pricing Using Python

Drop Down Menu for Plotly Charts

Drop Down Menu for Plotly Charts

Automated Exploratory Data Analysis Using Python

Automated Exploratory Data Analysis Using Python

Plotting Weather Data on a Folium Map

Plotting Weather Data on a Folium Map

Topic Modeling Using Python

Topic Modeling Using Python

Plotting Hierarchical Data and Plotting Choropleth Maps

Plotting Hierarchical Data and Plotting Choropleth Maps

All About Dataframes Using Python

All About Dataframes Using Python

Correlation Analysis Using Python

Correlation Analysis Using Python

Automated Feature Engineering Using Python

Automated Feature Engineering Using Python

Feature Importance Using a Boosting Algorithm

Feature Importance Using a Boosting Algorithm

Screen Scraping Using Mozilla Headers and Python

Screen Scraping Using Mozilla Headers and Python

Technical Analysis of Stocks Using Python

Technical Analysis of Stocks Using Python

Where Should We Open a New Restaurant Using Python

Where Should We Open a New Restaurant Using Python

Stock Price Prediction Using Python

Stock Price Prediction Using Python

Sentiment Analysis for Yelp Reviews

Sentiment Analysis for Yelp Reviews

Ridge and Lasso and Elastic Net Regression

Ridge and Lasso and Elastic Net Regression

Clustering Text Using Python

Clustering Text Using Python

Auto Scroll Google Maps Window To Fetch All Data

Auto Scroll Google Maps Window To Fetch All Data

Plotting Sankey Diagrams and Chord Diagrams

Plotting Sankey Diagrams and Chord Diagrams

Animated Plots Using Python

Animated Plots Using Python

Airline Price Analysis Using Python

Airline Price Analysis Using Python

Real Estate Price Prediction Using Python

Real Estate Price Prediction Using Python

Where to Find the Cheapest Gas Using Python

Where to Find the Cheapest Gas Using Python

Portfolio Optimization for Stocks Using Python

Portfolio Optimization for Stocks Using Python

Graph Analysis Using Python

Graph Analysis Using Python

Customer Churn Analysis vs Customer Retention vs Customer Lifetime Value

Customer Churn Analysis vs Customer Retention vs Customer Lifetime Value

Clustering Stocks Based on Historical Prices

Clustering Stocks Based on Historical Prices

Clustering Algorithms Compared

Clustering Algorithms Compared

Asset Valuation for Renewable Energy Assets

Asset Valuation for Renewable Energy Assets

Accuracies of Multiple Classifying Models and R Squared of Multiple Regression Models

Accuracies of Multiple Classifying Models and R Squared of Multiple Regression Models