How Machine Learning uses Linear Algebra to solve data problems

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Your PATH to learning Data Science

Harshit Tyagi

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Ideal Python environment setup for Data Science projects - Unix shell, Anaconda and Git.

Harshit Tyagi

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Building COVID-19 interactive dashboard from Jupyter Notebook | No frontend/backend coding required.

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Introduction to Jupyter Notebooks - Interface | Ipython Kernel | Sharing | GitHub

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Python fundamentals for Data Science - Part 1 | Data types | Strings | Lists

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Python fundamentals for Data Science - Part 2 Dictionaries | Conditionals | Loops | Functions

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Python fundamentals for Data Science - Part 3 OOPS | Working with External Libraries & Modules

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NumPy Essentials for Data Science - part-1 | One Dimensional Array

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NumPy Essentials for Data Science - part-2 | Multi-Dimensional Array

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Math For Data Science | Practical reasons to learn math for Machine/Deep Learning

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Linear Algebra Ep 1 | Introduction to Vectors, Matrices and Tensors using NumPy

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Linear Algebra Ep 2 | Dot Product in Linear Algebra for Data Science

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Python vs R | The BEST programming language for your Data Science Project

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Linear Algebra for Data Science Ep3 | Identity and Inverse Matrices | NumPy

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The Data Show Ep1 | Elucidating Data Science in Drug Discovery - A CTO's Account

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Google Certified TensorFlow Developer | Learning Plan, Tips, FAQs & my Journey

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Speeding up your Data Analysis | Hacks & Libraries

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How to build an Effective Data Science Portfolio

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End-to-End Machine Learning Project Tutorial - Part 1

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Data Preparation with Sci-kit learn and Pandas | End-to-End ML Project Tutorial - Part 2

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Training and Fine-Tuning ML Models with Sklearn | End-to-End ML Project Tutorial - Part 3

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Deploying a Trained ML model via Flask on Heroku | End-to-End ML Project Tutorial - Part 4

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Three Decades of Practising Data Science | Interview with Dean Abbott

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Calculating Vector Norms - Linear Algebra for Data Science - IV

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Ep1 - Getting Started | Zero to Hero in Computer Vision with TensorFlow

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Ep3 - Designing Data Experiments to enhance your Product | Rapido's Data Science Lead, Pramod N

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Building projects with fastai - From Model Training to Deployment

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October AI - Video Calling with One-Tenth of Internet Bandwidth

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November AI - Breakthrough in biology after 50 years | Datasets, books, research papers and more...

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Data Science learning roadmap for 2021

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Talk is cheap, BUILD - Microsoft Software Engineer | Interview with Abhirath Batra

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Building a Habit of Reading Research Papers | Ft. Anurag Ghosh(Microsoft Researcher)

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Tableau vs Python - Building a COVID tracker dashboard

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[Explained] What is MLOps | Getting started with ML Engineering

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Dmitry Petrov - Creator of DVC | ML Systems, Teams, Scaling challenges, and Learning Data Science

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Five hard truths about building a career in Data Science

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Computing gradients using TensorFlow | Training a Linear Regression model from scratch.

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Foundations for Data Science & ML - First steps for every beginner!

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Course Outline - Foundations for Data Science & ML

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How Machine Learning uses Linear Algebra to solve data problems

Harshit Tyagi

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Calculus for ML - How much you should know to get started

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Building a buzzing stocks news feed using NLP and Streamlit | Named Entity Recognition & Linking

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AI Engineer - The next big tech role!

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AI researcher vs AI engineer | The next big tech role!

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Reviewing LLMs for content creation

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Building a chatGPT-like bot on WhatsApp #coding #chatgpt #engineering

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High Signal AI - the most action-oriented newsletter on the web! #ai

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Building an AI-powered Discord Chatbot Locally for FREE using Ollama

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Build a second brain with Khoj 🧠 #ai #obsidian #plugins #productivity #engineering #notes

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Summarising YouTube Videos using Ollama on Discord | Becoming an AI Engineer - Ep 2

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Watch the full video on my channel - Roadmap to become an AI Engineer.

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Mesop - Python-based UI framework from Google!

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How I automated my YouTube | Gumloop tutorial | No Code

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ARC PRIZE - Win $1Million to Beat the ARC-AGI benchmark

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Microsoft's Autogen vs CrewAI - tested on a diverse range of use cases

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Claude #AI artifacts are just amazing!

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OpenAI releases CriticGPT to correct GPT-4's mistakes | Read the paper with me

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Day in my life | Vlog #1

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How to add AI Copilot to your application using CopilotKit | Tutorial

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Quick Questions with an AI Founder - Anudeep Yegireddi

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