IT and Programming for PC Tutorials

Free Download Building Your First Python Analytics Solution
Duration: 2h 46m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 382 MB
Genre: eLearning | Language: English
This course covers the important aspects of choosing a development environment for Python, the differences between Conda and Pip for working with Python libraries, popular IDEs such as PyCharm, IDLE, Eclipse, and Spyder, as well as running Python on the cloud.
Python has exploded in popularity in recent years, largely because it makes analyzing and working with data so incredibly simple. Despite its great success as a prototyping tool, Python is still relatively unproven for large, enterprise-scale development.

Free Download Building Sentiment Analysis Systems in Python
Duration: 2h 31m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 212 MB
Genre: eLearning | Language: English
Sentiment Analysis has become increasingly important as more opinions are expressed online, in unstructured form. This course covers rule-based and ML-based approaches to extracting sentiment from opinions, including VADER, Sentiwordnet, and more.
Online opinions are becoming ubiquitous - more people are expressing their views online than ever before. As a result, extracting sentiment information from these opinions is becoming very important. In this course, Building Sentiment Analysis Systems in Python, you will learn the fundamentals of building a system to do so in Python. First, you will learn the differences between ML- and rule-based approaches, and how to use VADER, Sentiwordnet, and Naive Bayes classifiers. Next, you will build three sentiment analyzers, and use them to classify a corpus of movie reviews made available by Cornell. Finally, you will gain a conceptual understanding of Support Vector Machines, and why Naive Bayes is usually a better choice. When you're finished with this course, you will have a clear understanding of how to extract sentiment from a body of opinions, and of the design choices and trade-offs involved.

Free Download Building Interactive Visualizations Using Bokeh
Duration: 1h 47m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 203 MB
Genre: eLearning | Language: English
Bokeh is an accessible and easy-to-use Python library which allows even novice programmers to build complex, interactive visualizations in an intuitive manner. Learn how to build interactive plots to support business decision making with Bokeh.
Organizations have huge datasets, usually in a raw format. Visualization of this data is critical in order to understand what is significant before diving into data analysis. In this course, Building Interactive Visualizations Using Bokeh, you'll learn how to use Bokeh to build tweakable visualizations on the web which allows for easy exploration of data without in-depth coding knowledge. First, you'll explore the internals of how Bokeh works and the basic building blocks of Bokeh plots by working with glyphs, plots, tables, arbitrary shapes, and visual layouts. Then, you'll delve into specialized plots in Bokeh, such as plots which work with categorical data, network graphs, and geographical data. Next, you'll discover how to build geo-plots using built-in Bokeh maps and the Google Maps API, along with Bokeh's huge sample dataset to prototype some interesting plots. Finally, you'll learn some advanced features in Bokeh such as integrating with Bokeh plot tools to enhance plot interactivity and working with the Bokeh server which offers a model-view-controller paradigm to manipulate data in Python and view it using a browser. By the end of this course, you'll have the necessary knowledge to effectively work with Bokeh plots and features to extract insights from your own data in the real world.

Free Download Building Data Pipelines with Luigi 3 and Python
Duration: 1h 34m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 32kHz, 2ch | Size: 208 MB
Genre: eLearning | Language: English
Other developers implement data pipelines by putting together a bunch of hacky scripts, that over time turn into liabilities and maintenance nightmares. Take this course to implement sane and smart data pipelines with Luigi in Python.
Data arrives from various sources and needs further processing. It's very tempting to re-invent the wheel and write your own library to build data pipelines for batch processing. This results in data pipelines that are difficult to maintain. In this course, Building Data Pipelines with Luigi and Python, you'll learn how to build data pipelines with Luigi and Python. First, you'll explore how to build your first data pipelines with Luigi. Next, you'll discover how to configure Luigi pipelines. Finally, you'll learn how to run Luigi pipelines. When you're finished with this course, you'll have the Luigi skills and knowledge for building data pipelines that are easy to maintain.

Free Download Build local LLM applications using Python and Ollama
Published 10/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 51m | Size: 728 MB
Learn to create LLM applications in your system using Ollama and LangChain in Python | Completely private and secure

Free Download Build and Deploy a Full–Stack Social Media App using NEXT JS
Published 10/2024
Created by Noor Fakhry,Programming Fluency
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 90 Lectures ( 9h 30m ) | Size: 4.23 GB

Free Download Build an Event Store in C# .NET for CQRS and Event Sourcing
Published 10/2024
Created by Thomas Jaeger
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 31 Lectures ( 7h 19m ) | Size: 7.61 GB

Free Download Build a SaaS – Develop a Subscription–Based App from scratch
Published 10/2024
Created by Bluelime Learning Solutions
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 107 Lectures ( 10h 15m ) | Size: 2.9 GB

Free Download Build a Real–World Blazor WASM Application from Scratch
Published 10/2024
Created by Muhtar Qong
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 6 Lectures ( 2h 43m ) | Size: 1.41 GB

Free Download Build a Full Stack Django Project with TailwindCSS and HTMX
Published 10/2024
Created by Jose Salvatierra
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + subtitle | Duration: 143 Lectures ( 12h 20m ) | Size: 5 GB