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MLOps

Mastering Streamlit: Building Interactive Web Apps with Python

July 19, 2024July 19, 2024 No Comments

Discover the power of Streamlit for creating interactive web applications with Python! In this article, we guide you through the basics of Streamlit, from installation to building user-friendly apps with titles, headers, text, widgets, and sidebars. Watch our detailed video tutorials, part of our “Mastering MLOps: Automation, Agility, and Collaboration” playlist, to enhance your MLOps toolkit and streamline your data science workflows. Join us at AiCouncil and start building your own interactive web apps today!

MLOps

Mastering Git for MLOps: A Comprehensive Guide

July 17, 2024July 17, 2024 No Comments

Introduction In the rapidly evolving world of machine learning and data science, efficient version control and collaboration tools are essential. Git, a distributed version control system, is a cornerstone for managing code and facilitating teamwork in MLOps (Machine Learning Operations). This article will guide you through the fundamental concepts of Git, as explained in my […]

AI Technologies

Introduction to Large Language Models: Training, Applications, and Limitations

April 24, 2023April 24, 2023 No Comments

Step 1: What is a Large Language Model? A large language model is a type of artificial intelligence (AI) that is designed to understand and generate human language. These models use machine learning algorithms to analyze vast amounts of text data and learn how to predict the next word or phrase in a sentence. Some […]

Artificial Intelligence

AI Technologies

The Evolution of AI and Machine Learning: A Timeline of Development and Milestones over the Centuries

February 28, 2023February 28, 2023 No Comments

Introduction: Artificial intelligence (AI) and machine learning (ML) are two of the most revolutionary technologies of the modern era. These technologies have transformed the way we interact with computers, automate tasks, and make predictions. Over the last few centuries, AI and ML have evolved significantly, from early machine-based calculators to the latest neural networks and […]

netflix prime hotstar youtube

AI Technologies

Comparing the Technology Used by Netflix, Amazon Prime, Hotstar, and YouTube: CDN, Video Encoding, and ABR

February 28, 2023February 28, 2023 No Comments

Streaming platforms have become an essential part of our lives, providing us with unlimited access to a vast collection of movies, TV shows, documentaries, and much more. Among the most popular streaming platforms are Netflix, Amazon Prime, Hotstar, and YouTube. In this article, we will compare the technology used by these platforms to deliver their […]

ChatGPT

AI Technologies

ChatGPT: The AI-powered Chatbot Revolutionizing Customer Support and Assistance

February 28, 2023February 28, 2023 No Comments

Introduction: ChatGPT is an AI-based chatbot that has been designed and trained to help people in various ways. It uses natural language processing (NLP) techniques to understand the queries of its users and provides them with accurate and relevant responses. ChatGPT has been gaining popularity in recent times due to its ability to assist individuals […]

Programming Data Science

miscellaneous Programming

The Top 5 Programming Languages for Data Science and Machine Learning

February 28, 2023February 28, 2023 No Comments

Data science and machine learning have become crucial fields in today’s digital era. They rely heavily on programming languages to manipulate, analyze, and visualize data, as well as build predictive models. In this blog, we’ll explore the most popular programming languages used for data science and machine learning. In conclusion, Python, R, SQL, Julia, and […]

Compare Programming Languages Programming

Comparison Python v/s PySpark

February 28, 2023February 28, 2023 No Comments

Python and PySpark are two popular programming languages used in the field of data science and analytics. While Python is a general-purpose programming language, PySpark is a distributed computing framework based on Apache Spark. Both Python and PySpark have their own advantages and limitations. In this article, we will compare Python and PySpark based on […]

Python Programing

Programming Python Basics

Python Tutorial – 2 : Learn the Fundamentals

February 27, 2023February 28, 2023 No Comments

Introduction:Python is a high-level, interpreted programming language that is easy to learn and widely used in various fields. This course is designed to help you learn the fundamentals of Python programming. It covers essential topics such as manipulating lists, dictionaries, tuples, strings, list comprehension, enumerate and zip, and functional programming using map, filter, and reduce. […]

Python Programing

Programming Python Basics

Python Tutorial – 1

February 27, 2023February 27, 2023 No Comments

Welcome to the Python Course! In this course, we will cover the basics of Python programming language. Python is a high-level programming language that is easy to learn and widely used in various industries such as web development, data science, machine learning, and artificial intelligence. Lesson 01: Variables and Values In Python, a variable is […]