- Видео 22
- Просмотров 11 986
AI ML Talks
Индия
Добавлен 26 сен 2011
Welcome to my channel - where Python meets AI through the lens of a statistician!
As an AI/ML engineer with a statistics degree from IIT Kharagpur, I break down complex machine learning concepts, share practical Python tutorials, and explore cutting-edge AI technologies. Whether you're a data science student, aspiring engineer, or tech enthusiast, join me in decoding the exciting world of Python and artificial intelligence.
Expect content covering:
Machine learning algorithms and implementations
Data science tutorials
Python programming techniques
AI technology insights
Real-world data analysis projects
Let's learn, code, and innovate together!
As an AI/ML engineer with a statistics degree from IIT Kharagpur, I break down complex machine learning concepts, share practical Python tutorials, and explore cutting-edge AI technologies. Whether you're a data science student, aspiring engineer, or tech enthusiast, join me in decoding the exciting world of Python and artificial intelligence.
Expect content covering:
Machine learning algorithms and implementations
Data science tutorials
Python programming techniques
AI technology insights
Real-world data analysis projects
Let's learn, code, and innovate together!
DeepSeek R1: Best Open-Source AI Model Outperforming OpenAI's o1 in Reasoning and Coding
Discover how DeepSeek R1 LLM is revolutionizing the AI landscape! In this video, we dive deep into the groundbreaking features of DeepSeek R1, an open-source AI model that rivals and even surpasses OpenAI's o1 in advanced reasoning, coding,logic, and problem-solving tasks.
🔍 What Makes DeepSeek R1 Stand Out?
- Hybrid Training Approach: Combining reinforcement learning (RL) with supervised fine-tuning (SFT), DeepSeek R1 delivers unparalleled reasoning accuracy while maintaining user-friendly outputs.
- Open-Source Advantage: Unlike proprietary models, DeepSeek R1 empowers developers and researchers with accessible, high-performance AI tools.
- Performance Benchmarks: From complex mathemati...
🔍 What Makes DeepSeek R1 Stand Out?
- Hybrid Training Approach: Combining reinforcement learning (RL) with supervised fine-tuning (SFT), DeepSeek R1 delivers unparalleled reasoning accuracy while maintaining user-friendly outputs.
- Open-Source Advantage: Unlike proprietary models, DeepSeek R1 empowers developers and researchers with accessible, high-performance AI tools.
- Performance Benchmarks: From complex mathemati...
Просмотров: 254
Видео
Gemini API Tutorial : Complete Google Gemini API Documentation in Python
Просмотров 13019 часов назад
Looking for a complete guide to the Gemini API? You’ve come to the right place! This video covers the entire Gemini API documentation in detail, breaking down every feature, endpoint, and parameter so you can master it with ease. 🔍 What’s Inside: ✅ Overview of the Gemini API and its capabilities ✅ Detailed explanation of all API inputs and outputs ✅ How to take audio input, video input,pdf inpu...
Seaborn Tutorial: Learn Data Visualization in Python (Step-by-Step for Beginners!)
Просмотров 387День назад
In this Seaborn Tutorial, we’ll walk you through everything you need to know to create stunning, professional-quality plots in Python on top of Matplotlib! Whether you're a beginner in data visualisation or looking to refine your skills, this tutorial covers it all: ✅ What is Seaborn? ✅ Installing and Setting Up Seaborn ✅ Creating Beautiful Plots: Bar Plots, Line Plots, Scatter Plots, Histogram...
Matplotlib Tutorial for Beginners: Learn Data Visualization in Python for Data Science
Просмотров 32414 дней назад
Welcome to this beginner-friendly Matplotlib tutorial! 📊 In this video, you'll learn how to create stunning data visualizations using Matplotlib, one of Python's most popular plotting libraries. Whether you're new to data science or just starting with Python, this step-by-step guide will help you master the basics of Matplotlib and take your data visualization skills to the next level. What You...
Python Pandas Tutorial: Complete Tutorial for Data Science & Machine Learning (2025)
Просмотров 4,8 тыс.21 день назад
Welcome to the Python Pandas tutorial by AI/ML Talks. Whether you're a beginner or an experienced data science professional or a machine learning engineer, this step-by-step guide will teach you everything you need to know about data manipulation, cleaning, and analysis using Pandas in Python. In this video, you'll learn: ✅ Pandas Basics: Series, DataFrames, and essential operations. ✅ Data Cle...
Google Gemini 2.0 Multimodal Live streaming API Tutorial | Google AI Studio Tutorial
Просмотров 466Месяц назад
Learn how to integrate Google's Gemini 2.0 multimodal live streaming capabilities into your applications! This hands-on tutorial covers live demo and API setup, image/text processing, and real-world examples. Chapters : 00:00 - Introduction of Gemini Multimodal 2.0 00:30 - Google AI Studio Demo 01:10 - Audio Chat with Gemini 2.0 02:30 - Video Chat with Gemini 2.0 04:30 - Gemini 2.0 screenshare ...
Create Structured JSON Responses with ChatGPT API | Complete Tutorial for OpenAI
Просмотров 135Месяц назад
In this comprehensive tutorial of OpenAI ChatGPT API, we'll show you how to get well-formatted JSON responses for your applications. Perfect for developers looking to integrate ChatGPT API into their data pipelines or APIs. 🔍 What you'll learn: • Structured JSON response format for gpt4o and above • Setting up function calling with ChatGPT API or Azure OpenAI Models • Crafting effective system ...
Suno AI tutorial : Create your own Bollywood/Hollywood song in 5 mins
Просмотров 157Месяц назад
In this tutorial, we'll guide you step-by-step on how to use Suno AI, the cutting-edge music generation platform. Whether you're a beginner or a seasoned musician, Suno AI helps you bring your musical ideas to life in minutes! 🎵 What You'll Learn in This Video: ✅ How to access and set up Suno AI ✅ Exploring different genres and styles ✅ Tips for composing melodies and beats ✅ Exporting your mus...
Complete NumPy Linear Algebra Tutorial | From Basics to SVD in Python
Просмотров 259Месяц назад
Master essential linear algebra operations using Python's NumPy library in this comprehensive tutorial! Perfect for data scientists, ML engineers, and students. 🔍 What you'll learn: • Creating and manipulating matrices in NumPy • Essential matrix operations and transformations • Computing determinants, inverses, and eigenvalues • Solving systems of linear equations • Understanding and implement...
xAI Grok 2 API Complete Tutorial: Integration Guide to Elon Musk's LLM "
Просмотров 112Месяц назад
Learn xAI's Grok 2 complete API tutorial in this video. What You'll Learn: Basics of Grok 2 API: An introduction to what Grok 2 can do and how its API functions. Setting Up: How to get started with the API, including authentication and setup. Practical Examples: Walkthrough of real-life use cases where Grok 2 can be integrated, with examples of text response, image analysis and JSON structured ...
Python NumPy Tutorial : Mathematical Array Operations in Numpy
Просмотров 87Месяц назад
In this comprehensive tutorial, we'll demystify one of the most powerful and often misunderstood features of NumPy. 📚 What You'll Learn: What is NumPy broadcasting? How broadcasting automatically handles arrays of different shapes Practical examples that make broadcasting crystal clear Common pitfalls and how to avoid them Real-world use cases in data science and machine learning Chapters : 00:...
Python NumPy Tutorial : Learn Fundamentals of NumPy for Machine learning
Просмотров 104Месяц назад
Dive deep into NumPy, the powerhouse library for numerical computing in Python! In this comprehensive tutorial, we'll transform you from a NumPy novice to a confident practitioner with hands-on examples and real-world techniques. 🔍 What You'll Learn: Create NumPy arrays using multiple methods Master array generation and manipulation Perform lightning-fast mathematical operations Understand arra...
TQDM Tutorial: The Ultimate Python Progress Bar Library for Machine Learning
Просмотров 53Месяц назад
In this comprehensive tutorial, you'll learn everything about TQDM - the game-changing Python library used heavily in Machine Learning that transforms boring loops into interactive, informative progress bars in Python coding. 🔍 What You'll Learn: - Install and basic TQDM usage - Customize progress bars - Work with different iterations - Advanced TQDM techniques - Real-world code examples - Perf...
Build a PDF AI Chatbot with Llama 3.3 + ChromaDB + Gradio +Groq Full Tutorial
Просмотров 1,7 тыс.Месяц назад
🚀 Master Retrieval-Augmented Generation (RAG) with this comprehensive tutorial! Learn how to create an intelligent AI chatbot using cutting-edge technologies: 🔍 What You'll Learn: - Set up a RAG pipeline from scratch - Use Llama 3.3 for advanced language understanding - Implement ChromaDB for efficient vector storage - Create a beautiful web interface with Gradio - Handle document embedding and...
🚀 Free Llama 3.3 70B Model Tutorial: Groq Cloud Setup Guide
Просмотров 484Месяц назад
🚀 Free Llama 3.3 70B Model Tutorial: Groq Cloud Setup Guide 🤖 In this step-by-step tutorial, I'll show you exactly how to run the powerful Llama 3.3 70B model on Groq Cloud without spending a dime! What you'll learn: - Create a free GroqCloud account - Install necessary dependencies Chapters: 00:00 - Introduction to Llama Models 01:15 - Creation of Groq Cloud Account 01:35 - Create new Groq API...
Implement Linear Regression Analysis with Python, Pandas,Numpy and Scikit-Learn
Просмотров 79Месяц назад
Implement Linear Regression Analysis with Python, Pandas,Numpy and Scikit-Learn
Create a Multi PDF RAG Chatbot with Gradio UI, Langchain,ChromaDB and Gemini
Просмотров 391Месяц назад
Create a Multi PDF RAG Chatbot with Gradio UI, Langchain,ChromaDB and Gemini
Create RAG PDF Chatbots with Python,Langchain,ChromaDB and Google Gemini 🤖
Просмотров 1,1 тыс.Месяц назад
Create RAG PDF Chatbots with Python,Langchain,ChromaDB and Google Gemini 🤖
Build a RAG PDF Question Answering Tool (Chatbot ) with Python,LangChain and OpenAI ChatGPT 🚀
Просмотров 644Месяц назад
Build a RAG PDF Question Answering Tool (Chatbot ) with Python,LangChain and OpenAI ChatGPT 🚀
FastAPI Tutorial: Build a Python Web API from Scratch (Hello World to CSV Upload)
Просмотров 102Месяц назад
FastAPI Tutorial: Build a Python Web API from Scratch (Hello World to CSV Upload)
Python Flask API Tutorial | Complete Python API development Tutorial
Просмотров 102Месяц назад
Python Flask API Tutorial | Complete Python API development Tutorial
How to create a New Python Virtual Environment in VS Code
Просмотров 802 месяца назад
How to create a New Python Virtual Environment in VS Code