Python
55 videos • 14,782 views • by BI Insights Inc
This is Python playlist featuring videos on automation, data analysis, data process, data science and ML tutorials.
1
how to manage slowly changing dimensions with dlt | Python ETL | SCD Type 2
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2
Run AI Locally fast & secure on your machine with GPU upgrade | Host your AI
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3
NLP & AI database integration | Get Insights from database using NLP | Chat with database | AI | NLP
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4
How to integrate api data using python & dlt | API | Data Load Tool | ETL | Python | Postgres
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5
We put Pandas, Polars, and DuckDB to the test! which comes out on top? | Data Tools
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6
How to integrtae Pandas AI with local LLM using Ollama? | Private & Free | Ollama | AI | llama3
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7
ETL Incremental Data Load Approach Using DLT | Source Change Detection | Load New & Change Data
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8
How to perform ETL Incremental Data Load using DLT | Data Load Tool | ETL | Python
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9
How to connect to Postgres using Python | Query SQL Database | Pandas | Postgres
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10
data load tool (dlt) build database data pipeline | verified source | data pipeline | etl | Python
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11
how to build data pipelines with data load tool (dlt) | data pipeline | etl | Python
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12
How to run LLM Locally? | Integrate LLM in your APP | Build with LLM | Ollama | Streamlit
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13
How to navigate the channel and find content on this channel? | Channel's Website |
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14
Polars a multi-threaded lightning fast Python Library | The next Big Python Data Science Library
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15
Dagster Orchestrate Jupyter Notebook | Jupyter Notebook | Schedule Notebooks with Dagster
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16
Build your own private chatgpt | Run Large Language Model (LLM) | GPT4ALL | Local Private Chatbot
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17
Manage your data pipelines with Dagster | Software defined assets | IO Managers | Updated project
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18
Airflow Installation & Configurations | Email set up | Notifications | Orchestrator vs Execution
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19
How to test your Data Pipelines with Great Expectations
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20
How to schedule your Jupyter Notebooks? | Python | Jupyter Lab | Schedule
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21
How to automate Data Analysis with Python? | Automate Excel | Automate Data Analysis | Python
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22
How to generate Data Quality Report with Pytest? | Data Quality | Data Quality reports
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23
Why you should learn docker now | Development containers | Docker
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24
How to integrate data quality test in Python ETL pipeline | Test Data Pipelines | Data Quality
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25
How to test your Python ETL pipelines | Data pipeline | Pytest
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26
How to process large dataset with pandas | Avoid out of memory issues while loading data into pandas
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27
How to connect to a database using Python | Python Connect to SQL Server | Query database
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28
How to create and activate Python virtual environment(s) on Windows? | Python Virtual Environments
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29
How to install Apache Airflow on Docker? | Build Custom Airflow Docker Image | Airflow | Docker
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30
What is Data Engineering? Overview of the Data Engineering role and responsibilities | Python | SQL
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31
How to extract data from on-premise SQL Server and load it to Google's BigQuery with Airflow. | ETL
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32
How to apply conditional formatting in Excel using Python | Automate Excel reports | XlsxWriter
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33
How to perform ETL with AWS lambda using Python | AWS | Lambda | Python | Lambda Layers
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34
How to build AWS Glue ETL with Python shell | Data pipeline | Read data from S3 and load Redshift
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35
Getting started with Dagster | Create Python ETL | Orchestrate ETL Pipelines with Dagster
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36
how to upload on premise database data to AWS S3 | Build a Data Lake | Python
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37
Python ETL pipeline how to perform incremental data load | Source Change Detection | Python | ETL
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38
How to build ETL pipeline with Incremental Data Load with Python | Python | ETL
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39
How to load reference data to database with Python ETL Pipeline | Excel to Postgres
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40
How to build and automate your Python ETL pipeline with Airflow | Data pipeline | Python
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41
How to build an ETL pipeline with Python | Data pipeline | Export from SQL Server to PostgreSQL
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42
How to connect to MySQL and export data from MySQL to excel | Python | Pandas | Export dataframe
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43
Automate Excel | How to produce beautiful, well formatted reports with Python | Pandas | XlsxWriter
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44
The Beginners Guide to SQLite with Pandas | Python | Create DB | Create tables | Insert & Update
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45
Python Pandas Data Science Tutorial (Read CSV/Excel, add/delete columns, Filter, Groupby, Slice)
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46
Install Jupyter Notebook on Windows | Python for Beginners | Add python to Path variable
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47
Schedule Python Scripts with Windows Task Scheduler | Automate Python scripts
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48
Exploratory Data Analysis with Python (EDA) | Descriptive Statistics | Univariate Analysis | Outlier
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49
Send Automated Excel report via email | Format Pandas dataframe for excel output | Excel attachment
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50
Send Emails using Python | HTML Formatting | HTML Tables | Emails with Attachments | HTML Templates
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51
Python Voice Assistant - Part 3 | Build Your Own Virtual Assistant in Python | Organize your Folders
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52
Python Voice Assistant - Part 2 | Build Your Own Virtual Assistant in Python
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53
Automate Excel reports with Python | Query database with Pandas | Split and save Dataframe to file
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54
Python Voice Assistant - Part 1 | Build Your Own Virtual Assistant in Python
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55
Python data analysis practical examples (Query database, ReadExcel, Sort, Groupby, plot, Matplotlib)
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