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Data Science
CRISP-DM A structured approach to data-driven decision making
CRISP-DM A structured approach to data-driven decision making
Data Mastery Series — Episode 1: CRISP-DM
Donato_TH
Jan 17, 2023
CRISP-DM: Business Understanding as the Foundation of Data Mining
CRISP-DM: Business Understanding as the Foundation of Data Mining
Data Mastery Series — Episode 2: Busines Understanding
Donato_TH
Jan 27, 2023
CRISP-DM: The Art of Data Understanding
CRISP-DM: The Art of Data Understanding
Data Mastery Series — Episode 3: Data Understanding
Donato_TH
Feb 2, 2023
CRISP-DM: Transforming Data for Accurate Insights
CRISP-DM: Transforming Data for Accurate Insights
Data Mastery Series — Episode 4: Data Preparation
Donato_TH
Feb 10, 2023
Data Preparation in CRISP-DM: Exploring Imputation Techniques
Data Preparation in CRISP-DM: Exploring Imputation Techniques
Data Mastery Series — Episode 5: Missing Data and Imputation
Donato_TH
Feb 17, 2023
Improving Data Quality with Outlier Detection Techniques: A CRISP-DM Approach to Data Preparation
Improving Data Quality with Outlier Detection Techniques: A CRISP-DM Approach to Data Preparation
Data Mastery Series — Episode 6: Outlier Detection
Donato_TH
Feb 22, 2023
A Guide to Sampling Techniques: CRISP-DM Data Preparation
A Guide to Sampling Techniques: CRISP-DM Data Preparation
Data Mastery Series — Episode 7: Data Sampling
Donato_TH
Mar 3, 2023
Exploring Popular Normalization Techniques: CRISP-DM Data Preparation
Exploring Popular Normalization Techniques: CRISP-DM Data Preparation
Data Mastery Series — Episode 8: Normalization Techniques
Donato_TH
Mar 11, 2023
The Ultimate Guide to Handling Class Imbalance with 11 Techniques: CRISP-DM Data Preparation
The Ultimate Guide to Handling Class Imbalance with 11 Techniques: CRISP-DM Data Preparation
Data Mastery Series — Episode 9: Imbalance Handling
Donato_TH
Mar 17, 2023
The Journey into Time Series: Understanding Time Series Basics
The Journey into Time Series: Understanding Time Series Basics
Data Mastery Series — Episode 10: The Art of Forecasting (Part 1)
Donato_TH
Jun 18, 2023
The Journey into Time Series: Beginning with Descriptive Analytics
The Journey into Time Series: Beginning with Descriptive Analytics
Data Mastery Series — Episode 11: The Art of Forecasting (Part 2)
Donato_TH
Jun 30, 2023
The Journey into Time Series: Unveiling Descriptive Analytics
The Journey into Time Series: Unveiling Descriptive Analytics
Data Mastery Series — Episode 12: The Art of Forecasting (Part 3)
Donato_TH
Jul 8, 2023
The Journey into Time Series: Dancing with Trends and Seasons
The Journey into Time Series: Dancing with Trends and Seasons
Data Mastery Series — Episode 13: The Art of Forecasting (Part 4)
Donato_TH
Jul 23, 2023
The Journey into Time Series: The Future Revealed through Forecasting
The Journey into Time Series: The Future Revealed through Forecasting
Data Mastery Series — Episode 14: The Art of Forecasting (Part 5)
Donato_TH
Sep 27, 2023
EOQ Fundamentals: A Guide to Inventory Efficiency
EOQ Fundamentals: A Guide to Inventory Efficiency
Data Mastery Series — Episode 15: The Art of EOQ (Part 1)
Donato_TH
Oct 14, 2023
EOQ Essentials: EOQ, Safety Stock, Reorder Points, and More.
EOQ Essentials: EOQ, Safety Stock, Reorder Points, and More.
Data Mastery Series — Episode 15: The Art of EOQ (Part 2)
Donato_TH
Oct 23, 2023
The Art and Science of Pricing Strategies
The Art and Science of Pricing Strategies
Data Mastery Series — Episode 16: The Art of Pricing
Donato_TH
Nov 12, 2023
The Art and Science of Logistic Distribution Optimization
The Art and Science of Logistic Distribution Optimization
Data Mastery Series — Episode 18: The Concept of Clustering in Logistic Distribution
Donato_TH
Dec 17, 2023
The Art and Science of Plant Location Strategy
The Art and Science of Plant Location Strategy
Data Mastery Series — Episode 19: Strategic Site Selection for Logistic Efficiency
Donato_TH
Dec 26, 2023
Chat with Document: Basics and Demonstrations
Chat with Document: Basics and Demonstrations
Data Mastery Series — Episode 20: The Chat with Document and Langchain Series (Part 1)
Donato_TH
Apr 26
Chat with Document: A Closer Look at Splitting, Embeddings, and RAG
Chat with Document: A Closer Look at Splitting, Embeddings, and RAG
Data Mastery Series — Episode 21: The Chat with Document and Langchain Series (Part 2)
Donato_TH
May 1
Introduction to LLMs: A Component Overview
Introduction to LLMs: A Component Overview
Data Mastery Series — Episode 22: The Chat with Document and Langchain Series (Part 3)
Donato_TH
May 6
Introduction to LLMs: An Overview of Prompts
Introduction to LLMs: An Overview of Prompts
Data Mastery Series — Episode 23: The Chat with Document and Langchain Series (Part 4)
Donato_TH
May 11
Introduction to LLMs: Exploring Summarization Techniques
Introduction to LLMs: Exploring Summarization Techniques
Data Mastery Series — Episode 24: The Chat with Document and Langchain Series (Part 5)
Donato_TH
Jun 8
Generative AI Summarization: Multimodal Approaches
Generative AI Summarization: Multimodal Approaches
Data Mastery Series — Episode 25: The Chat with Document and Langchain Series (Part 6)
Donato_TH
Jun 12
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