Most funny moment 😂(00:21:33 - 01:54:11) - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

Most funny moment 😂(00:21:33 - 01:54:11)
Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

This course will give you an introduction to machine learning concepts and neural network implementation using Python and TensorFlow. Kylie Ying explains basic concepts, such as classification, regression, training/validation/test datasets, loss functions, neural networks, and model training. She...
This course will give you an introduction to machine learning concepts and neural network implementation using Python and TensorFlow. Kylie Ying explains basic concepts, such as classification, regression, training/validation/test datasets, loss functions, neural networks, and model training. She then demonstrates how to implement a feedforward neural network to predict whether someone has diabetes, as well as two different neural net architectures to classify wine reviews.

✏️ Course created by Kylie Ying.
🎥 YouTube: https://youtube.com/ycubed
🐦 Twitter:
📷 Instagram: https://instagram.com/kylieyying/

This course was made possible by a grant from Google's TensorFlow team.

⭐️ Resources ⭐️
💻 Datasets: https://drive.google.com/drive/folders/1YnxDqNIqM2Xr1Dlgv5pYsE6dYJ9MGxcM?usp=sharing
💻 Feedforward NN colab notebook: https://colab.research.google.com/drive/1UxmeNX_MaIO0ni26cg9H6mtJcRFafWiR?usp=sharing
💻 Wine review colab notebook: https://colab.research.google.com/drive/1yO7EgCYSN3KW8hzDTz809nzNmacjBBXX?usp=sharing

⭐️ Course Contents ⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:00:34) Colab intro (importing wine dataset)
⌨️ (0:07:48) What is machine learning?
⌨️ (0:14:00) Features (inputs)
⌨️ (0:20:22) Outputs (predictions)
⌨️ (0:25:05) Anatomy of a dataset
⌨️ (0:30:22) Assessing performance
⌨️ (0:35:01) Neural nets
⌨️ (0:48:50) Tensorflow
⌨️ (0:50:45) Colab (feedforward network using diabetes dataset)
⌨️ (1:21:15) Recurrent neural networks
⌨️ (1:26:20) Colab (text classification networks using wine dataset)
--

🎉 Thanks to our Champion and Sponsor supporters:
👾 Raymond Odero
👾 Agustín Kussrow
👾 aldo ferretti
👾 Otis Morgan
👾 DeezMaster

--

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Read hundreds of articles on programming: https://freecodecamp.org/news
⌨ () Introduction - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨ () Introduction

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:00:00 - 00:00:34
⌨️ () Introduction - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨️ () Introduction

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:00:00 - 00:00:34
I think you could have used an « else » here :)Great video ! - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

I think you could have used an « else » here :)Great video !

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:00:05 - 01:54:11
⌨ () Colab intro (importing wine dataset) - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨ () Colab intro (importing wine dataset)

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:00:34 - 00:07:48
⌨️ () Colab intro (importing wine dataset) - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨️ () Colab intro (importing wine dataset)

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:00:34 - 00:07:48
X = df[df.columns[]].valuesy = df[df.columns[-1]].values - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

X = df[df.columns[]].valuesy = df[df.columns[-1]].values

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:03:04 - 01:54:11
[] Just to be clear, `NaN` is not a "none-type value" indicating that "no value [was] recorded [there]" —that'd be `undefined`. It stands for "not a number" and is the result returned from trying to do an operation that can only be done on an Int/Float (or something that will be coerced into an Int/Float) on a value that isn't an Int/Float; e.g., `4 * "dog"` in JS will return `NaN`. It means you tried to do something with a number that's irrational to do with an number. Another JS example: zero divided by zero. - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

[] Just to be clear, `NaN` is not a "none-type value" indicating that "no value [was] recorded [there]" —that'd be `undefined`. It stands for "not a number" and is the result returned from trying to do an operation that can only be done on an Int/Float (or something that will be coerced into an Int/Float) on a value that isn't an Int/Float; e.g., `4 * "dog"` in JS will return `NaN`. It means you tried to do something with a number that's irrational to do with an number. Another JS example: zero divided by zero.

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:04:39 - 01:54:11
⌨ () What is machine learning? - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨ () What is machine learning?

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:07:48 - 00:14:00
⌨️ () What is machine learning? - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨️ () What is machine learning?

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:07:48 - 00:14:00
⌨ () Features (inputs) - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨ () Features (inputs)

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:14:00 - 00:20:22
⌨️ () Features (inputs) - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨️ () Features (inputs)

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:14:00 - 00:20:22
🥺💬 That is almost  Thailand I will continue to watch this VDO but I fill feed all cats and the velocity time. - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

🥺💬 That is almost Thailand I will continue to watch this VDO but I fill feed all cats and the velocity time.

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:18:00 - 01:54:11
Oh man, was fasting today and the example at around  with the hot dog, pizza, and ice cream had me dying😅 - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

Oh man, was fasting today and the example at around with the hot dog, pizza, and ice cream had me dying😅

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:20:00 - 01:54:11
⌨ () Outputs (predictions) - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨ () Outputs (predictions)

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:20:22 - 00:25:05
⌨️ () Outputs (predictions) - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨️ () Outputs (predictions)

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:20:22 - 00:25:05
@ when kylie was explaining multiclass and binary classification with the example of hotdog, I first remembered Jian yang's app from Silicon Valley. I really liked that you put in a small clip of it. - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

@ when kylie was explaining multiclass and binary classification with the example of hotdog, I first remembered Jian yang's app from Silicon Valley. I really liked that you put in a small clip of it.

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:21:04 - 01:54:11
Most funny moment 😂 - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

Most funny moment 😂

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:21:33 - 01:54:11
⌨ () Anatomy of a dataset - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨ () Anatomy of a dataset

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:25:05 - 00:30:22
⌨️ () Anatomy of a dataset - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨️ () Anatomy of a dataset

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:25:05 - 00:30:22
⌨ () Assessing performance - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨ () Assessing performance

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:30:22 - 00:35:01
⌨️ () Assessing performance - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨️ () Assessing performance

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:30:22 - 00:35:01
⌨ () Neural nets - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨ () Neural nets

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:35:01 - 00:48:50
⌨️ () Neural nets - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨️ () Neural nets

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:35:01 - 00:48:50
⌨ () Tensorflow - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨ () Tensorflow

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:48:50 - 00:50:45
⌨️ () Tensorflow - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨️ () Tensorflow

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:48:50 - 00:50:45
⌨ () Colab (feedforward network using diabetes dataset) - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨ () Colab (feedforward network using diabetes dataset)

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:50:45 - 01:21:15
⌨️ () Colab (feedforward network using diabetes dataset) - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨️ () Colab (feedforward network using diabetes dataset)

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
00:50:45 - 01:21:15
⌨ () Recurrent neural networks - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨ () Recurrent neural networks

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
01:21:15 - 01:26:20
⌨️ () Recurrent neural networks - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨️ () Recurrent neural networks

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
01:21:15 - 01:26:20
⌨ () Colab (text classification networks using wine dataset - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨ () Colab (text classification networks using wine dataset

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
01:26:20 - 01:54:11
⌨️ () Colab (text classification networks using wine dataset)-- - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

⌨️ () Colab (text classification networks using wine dataset)--

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
01:26:20 - 01:54:11
Is it wise to set trainable=True in the embedding layer imported from the hub? Isn't the whole point that it is pre-trained? - Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

Is it wise to set trainable=True in the embedding layer imported from the hub? Isn't the whole point that it is pre-trained?

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
2022年06月15日 
01:36:40 - 01:54:11

freeCodeCamp.org

※本サイトに掲載されているチャンネル情報や動画情報はYouTube公式のAPIを使って取得・表示しています。

Timetable

動画タイムテーブル

動画数:1634件

⌨️ () Introduction - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Introduction

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:00:00 - 00:04:42
⌨️ () Syllabus & resources - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Syllabus & resources

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:04:42 - 00:09:04
⌨️ () Meet SQL! - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Meet SQL!

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:09:04 - 00:10:30
⌨️ () Types of SQL statements - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Types of SQL statements

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:10:30 - 00:12:20
⌨️ () Why BigQuery - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Why BigQuery

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:12:20 - 00:13:27
⌨️ () How to setup Google Cloud - Intuitive SQL For Data Analytics - Tutorial

⌨️ () How to setup Google Cloud

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:13:27 - 00:17:02
⌨️ () How to avoid Google Cloud charges - Intuitive SQL For Data Analytics - Tutorial

⌨️ () How to avoid Google Cloud charges

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:17:02 - 00:22:11
⌨️ () Introduction to our data - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Introduction to our data

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:22:11 - 00:23:16
⌨️ () How data is organized in BigQuery - Intuitive SQL For Data Analytics - Tutorial

⌨️ () How data is organized in BigQuery

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:23:16 - 00:26:53
⌨️ () Loading our data in BigQuery - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Loading our data in BigQuery

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:26:53 - 00:30:09
⌨️ () The BigQuery Interface - Intuitive SQL For Data Analytics - Tutorial

⌨️ () The BigQuery Interface

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:30:09 - 00:37:54
⌨️ () Running our first query - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Running our first query

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:37:54 - 00:46:20
⌨️ () How SQL organizes data - Intuitive SQL For Data Analytics - Tutorial

⌨️ () How SQL organizes data

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:46:20 - 00:54:32
⌨️ () The SQL statement - Intuitive SQL For Data Analytics - Tutorial

⌨️ () The SQL statement

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:54:32 - 00:56:05
⌨️ () The three orders of SQL operations - Intuitive SQL For Data Analytics - Tutorial

⌨️ () The three orders of SQL operations

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:56:05 - 01:00:05
⌨️ () The logical order of SQL operations - Intuitive SQL For Data Analytics - Tutorial

⌨️ () The logical order of SQL operations

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:00:05 - 01:03:28
⌨️ () Introduction to basics - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Introduction to basics

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:03:28 - 01:04:10
⌨️ () SELECT and FROM - Intuitive SQL For Data Analytics - Tutorial

⌨️ () SELECT and FROM

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:04:10 - 01:08:22
⌨️ () Transform columns with SELECT - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Transform columns with SELECT

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:08:22 - 01:19:32
⌨️ () The order of arithmetic operations - Intuitive SQL For Data Analytics - Tutorial

⌨️ () The order of arithmetic operations

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:19:32 - 01:24:03
⌨️ () The WHERE filter - Intuitive SQL For Data Analytics - Tutorial

⌨️ () The WHERE filter

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:24:03 - 01:31:28
⌨️ () Boolean algebra - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Boolean algebra

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:31:28 - 01:48:07
⌨️ () DISTINCT - Intuitive SQL For Data Analytics - Tutorial

⌨️ () DISTINCT

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:48:07 - 01:52:04
⌨️ () Create BigQuery tables from queries - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Create BigQuery tables from queries

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:52:04 - 01:57:38
⌨️ () UNION 1 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () UNION 1

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:57:38 - 02:05:15
⌨️ () UNION 2 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () UNION 2

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:05:15 - 02:11:57
⌨️ () UNION 3 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () UNION 3

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:11:57 - 02:19:58
⌨️ () UNION 4 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () UNION 4

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:19:58 - 02:22:41
⌨️ () ORDER BY - Intuitive SQL For Data Analytics - Tutorial

⌨️ () ORDER BY

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:22:41 - 02:28:52
⌨️ () LIMIT - Intuitive SQL For Data Analytics - Tutorial

⌨️ () LIMIT

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:28:52 - 02:34:06
⌨️ () CASE - Intuitive SQL For Data Analytics - Tutorial

⌨️ () CASE

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:34:06 - 02:52:29
⌨️ () Simple aggregations - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Simple aggregations

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:52:29 - 03:06:59
⌨️ () Subqueries 1 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Subqueries 1

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:06:59 - 03:16:28
⌨️ () Subqueries 2 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Subqueries 2

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:16:28 - 03:25:46
⌨️ () Subqueries 3 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Subqueries 3

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:25:46 - 03:29:43
⌨️ () Nested queries - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Nested queries

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:29:43 - 03:40:11
⌨️ () Common table expressions 1 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Common table expressions 1

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:40:11 - 03:48:12
⌨️ () Common table expressions 2 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Common table expressions 2

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:48:12 - 03:53:08
⌨️ () Common table expressions 3 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Common table expressions 3

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:53:08 - 03:59:18
⌨️ () Joins - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Joins

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:59:18 - 05:15:39
⌨️ () GROUP BY And Aggregations - Intuitive SQL For Data Analytics - Tutorial

⌨️ () GROUP BY And Aggregations

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
05:15:39 - 06:04:11
⌨️ () Window Functions - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Window Functions

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
06:04:11 - 07:09:50
⌨️ () Putting It All Together - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Putting It All Together

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
07:09:50 - 07:15:56
⌨️ () Let's Solve A Hard SQL Challenge! - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Let's Solve A Hard SQL Challenge!

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
07:15:56 - 07:33:54
⌨️ () PostgreSQL Exercises - Introduction - Intuitive SQL For Data Analytics - Tutorial

⌨️ () PostgreSQL Exercises - Introduction

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
07:33:54 - 07:42:00
⌨️ () PostgreSQL Exercises - Basic - Intuitive SQL For Data Analytics - Tutorial

⌨️ () PostgreSQL Exercises - Basic

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
07:42:00 - 08:10:33
⌨️ () PostgreSQL Exercises - Joins and Subqueries - Intuitive SQL For Data Analytics - Tutorial

⌨️ () PostgreSQL Exercises - Joins and Subqueries

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
08:10:33 - 08:56:45
⌨️ () PostgreSQL Exercises - Aggregations Pt. 1 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () PostgreSQL Exercises - Aggregations Pt. 1

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
08:56:45 - 09:57:51
⌨️ () PostgreSQL Exercises - Aggregations Pt. 2 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () PostgreSQL Exercises - Aggregations Pt. 2

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
09:57:51 - 10:57:51
⌨️ () PostgreSQL Exercises - Conclusion - Intuitive SQL For Data Analytics - Tutorial

⌨️ () PostgreSQL Exercises - Conclusion

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
10:57:51 - 11:00:16
| (1) - CTO Andrew Brown on DevOps + Cloud Certification Exams [freeCodeCamp Podcast #120]

| (1)

CTO Andrew Brown on DevOps + Cloud Certification Exams [freeCodeCamp Podcast #120]
2024年04月19日  @miguelsalazar8663 様 
00:44:26 - 01:43:06
|  (2) - CTO Andrew Brown on DevOps + Cloud Certification Exams [freeCodeCamp Podcast #120]

| (2)

CTO Andrew Brown on DevOps + Cloud Certification Exams [freeCodeCamp Podcast #120]
2024年04月19日  @miguelsalazar8663 様 
01:43:06 - 02:35:23
⌨️ () Overview - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Overview

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:00:00 - 00:05:53
⌨️ () Indexing - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Indexing

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:05:53 - 00:10:40
Love the teaching style! at  you mention that you've walked through the code previously. Is there another video to go with this one or did I miss something? - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

Love the teaching style! at you mention that you've walked through the code previously. Is there another video to go with this one or did I miss something?

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日  @CodeKitchen 様 
00:09:00 - 02:33:11
⌨️ () Retrieval - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Retrieval

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:10:40 - 00:15:52
⌨️ () Generation - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Generation

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:15:52 - 00:22:14
⌨️ () Query Translation (Multi-Query) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Query Translation (Multi-Query)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:22:14 - 00:28:20
Hello, at  why is he using itemgetter to pass the question? What's the difference between doing that and setting a RunnablePassthrough() in there? - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

Hello, at why is he using itemgetter to pass the question? What's the difference between doing that and setting a RunnablePassthrough() in there?

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日  @Josholsan 様 
00:27:13 - 02:33:11
⌨️ () Query Translation (RAG Fusion) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Query Translation (RAG Fusion)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:28:20 - 00:33:57
⌨️ () Query Translation (Decomposition) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Query Translation (Decomposition)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:33:57 - 00:40:31
⌨️ () Query Translation (Step Back) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Query Translation (Step Back)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:40:31 - 00:47:24
⌨️ () Query Translation (HyDE) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Query Translation (HyDE)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:47:24 - 00:52:07
⌨️ () Routing - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Routing

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:52:07 - 00:59:08
⌨️ () Query Construction - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Query Construction

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:59:08 - 01:05:05
⌨️ () Indexing (Multi Representation) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Indexing (Multi Representation)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
01:05:05 - 01:11:39
⌨️ () Indexing (RAPTOR) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Indexing (RAPTOR)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
01:11:39 - 01:19:19
⌨️ () Indexing (ColBERT) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Indexing (ColBERT)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
01:19:19 - 01:26:32
⌨️ () CRAG - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () CRAG

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
01:26:32 - 01:44:09
⌨️ () Adaptive RAG - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Adaptive RAG

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
01:44:09 - 02:12:02
⌨️ () The future of RAG - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () The future of RAG

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
02:12:02 - 02:33:11
⌨️ () Video Introduction - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Video Introduction

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:00:00 - 00:03:49
⌨️ () Introduction to Data Science and A/B Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Introduction to Data Science and A/B Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:03:49 - 00:05:38
⌨️ () Basics of A/B Testing in Data Science - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Basics of A/B Testing in Data Science

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:05:38 - 00:07:06
⌨️ () Key Parameters of A/B Testing for Data Scientists - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Key Parameters of A/B Testing for Data Scientists

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:07:06 - 00:09:24
⌨️ () Formulating Hypotheses and Identifying Primary Metrics in Data Science A/B Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Formulating Hypotheses and Identifying Primary Metrics in Data Science A/B Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:09:24 - 00:19:55
⌨️ () Designing an A/B Test: Data Science Approach - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Designing an A/B Test: Data Science Approach

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:19:55 - 00:37:56
⌨️ () Resources for A/B Testing in Data Science - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Resources for A/B Testing in Data Science

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:37:56 - 00:39:22
⌨️ () Analyzing A/B Test Results in Python: Data Science Techniques - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Analyzing A/B Test Results in Python: Data Science Techniques

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:39:22 - 01:01:00
⌨️ () Data Science Portfolio Project: Case Study with AB Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Portfolio Project: Case Study with AB Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:01:00 - 01:04:38
⌨️ () Reintroduction to A/B Testing in the Data Science Process - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Reintroduction to A/B Testing in the Data Science Process

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:04:38 - 01:21:07
⌨️ () Data Science Techniques: Loading Data with Pandas for A/B Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Techniques: Loading Data with Pandas for A/B Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:21:07 - 01:29:19
⌨️ () Data Science Visualization: Using Matplotlib and Seaborn for A/B Test Click Data - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Visualization: Using Matplotlib and Seaborn for A/B Test Click Data

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:29:19 - 01:38:38
⌨️ () Data Science Power Analysis: Understanding A/B Test Model Parameters - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Power Analysis: Understanding A/B Test Model Parameters

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:38:38 - 01:44:25
⌨️ () Data Science Calculations: Pooled Estimates and Variance for A/B Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Calculations: Pooled Estimates and Variance for A/B Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:44:25 - 02:06:48
⌨️ () Computing A/B Test P-Values: Data Science Methods for Statistical Significance - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Computing A/B Test P-Values: Data Science Methods for Statistical Significance

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
02:06:48 - 02:12:42
⌨️ () Practical Significance in A/B Testing: A Data Science Perspective - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Practical Significance in A/B Testing: A Data Science Perspective

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
02:12:42 - 02:29:07
⌨️ () Conclusion: Wrapping Up A/B Testing in Data Science - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Conclusion: Wrapping Up A/B Testing in Data Science

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
02:29:07 - 02:33:06
⌨️ () Introduction - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Introduction

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:00:00 - 00:01:21
⌨️ () Create account - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Create account

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:01:21 - 00:02:15
⌨️ () Create server - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Create server

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:02:15 - 00:07:53
⌨️ () Install software - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Install software

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:07:53 - 00:11:52
⌨️ () Configure Postgresql - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Configure Postgresql

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:11:52 - 00:15:56
⌨️ () Users and environment - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Users and environment

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:15:56 - 00:19:41
⌨️ () Requirements.txt - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Requirements.txt

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:19:41 - 00:22:26
⌨️ () Separate settings file - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Separate settings file

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:22:26 - 00:24:01
⌨️ () Introducing Git - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Introducing Git

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:24:01 - 00:31:36
⌨️ () Environmental variables - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Environmental variables

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:31:36 - 00:33:16
⌨️ () Init database - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Init database

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:33:16 - 00:36:46
⌨️ () Configure Gunicorn - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Configure Gunicorn

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:36:46 - 00:45:25
⌨️ () Configure Supervisor - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Configure Supervisor

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:45:25 - 00:48:44
⌨️ () Configure Nginx - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Configure Nginx

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:48:44 - 00:57:38
⌨️ () SSL / Let's Encrypt - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () SSL / Let's Encrypt

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:57:38 - 00:59:26
⌨️ () Repeat procedure - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Repeat procedure

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:59:26 - 01:15:47