🚀 AI/ML Masterclass with Python | Lecture 5 | Pandas, Data Visualization & Voice AI Project

Welcome to the Lecture 5 of the AI/ML Masterclass with Python! 🚀 In this final lecture, we are locking in your Data Science skills with Pandas (data manipulation) and Matplotlib/Seaborn (advanced data visualization). Plus, we wrap up the entire course with a massive hands-on project: building a Voice AI Chatbot using Google AI Studio! By the end of this video, you will have the practical skills to analyze complex datasets and deploy your own conversational AI project. ⏮️ MISSED LECTURE 4? Catch up here: [    • 🚀 AI/ML Masterclass with Python | Lecture ...   ] 📥 Download the Full Python Course Notes (Free): https://www.theiscale.com/cohort/cour... 📌 What You Will Learn In This Video: ✅ Pandas & Data Manipulation: Learn DataFrame slicing, adding rows/columns (.insert(), pd.concat()), and dropping data (.drop()). ✅ Data Cleaning: Handle missing values easily using .isnull().sum() and .fillna(). ✅ Matplotlib Visuals: Create and style linear/zigzag line graphs and bar charts with custom colors and markers. ✅ Seaborn Advanced Plots: Master complex charts, hue-styled plots, histograms, and Kernel Density Estimates (KDE). ✅ Google AI Studio: Prototype real-time conversational voice chatbots. ✅ Voice AI Project: Build a fully functional Voice AI application from scratch in Python. 👉 Enroll Now – AI for Everyone Course: https://www.theiscale.com/cohort/coho... ======================================================== ⏱️ Timestamps: 00:00 - Introduction and Lecture Overview 01:45 - Introduction to NumPy (NumPy vs. Python Lists) 07:30 - Creating NumPy Arrays (Zeros, Ones, and Arrange Functions) 15:15 - Multi-dimensional Arrays and Checking Shape/Size 23:40 - Array Indexing, Slicing, and Mathematical Operations 31:10 - Introduction to Pandas and Importance of Data Cleaning 39:00 - Loading CSV Files and Exploring Data (Head, Tail, and Dtypes) 47:20 - Pandas Describe (Basic Statistics) and Column Selection 55:50 - Adding New Columns and Rows to a Dataframe 1:04:15 - Drop Function and Handling Missing Values 1:11:30 - Data Visualization with Matplotlib (Line & Bar Graphs, Pie Chart) 1:20:45 - Advanced Data Plotting Using Seaborn Library 1:29:10 - AI Project: Building a Voice AI Assistant Prototype 1:35:40 - Conclusion and Outro ======================================================== 👍 If you enjoyed this lecture, Like, Share, and Subscribe for the next parts of the series. #Python #PythonCourse #PythonTutorial #LearnPython #pythonforbeginners 💡 If you found this helpful, Like 👍, Share 📤, and Subscribe 🔔 for more job updates and career guidance. #DataScience #FreshersJobs #Jobs2026 #DataScienceJobs #HiringNow #Career #TechJobs #JobUpdate #MachineLearning #analytics ❇️ Explore our Job Oriented Courses: https://www.theiscale.com/explore-course ➖➖➖➖➖➖ 📱 For Any Further Query or Doubts? Contact- 7880-113-112 (Student Helpline Number) For any query connect in WhatsApp with us: https://wa.me/917880113112 ➖➖➖➖➖➖ ✳️ Join Telegram Channel- https://t.me/TheiScale ✳️ Join WhatsApp Channel- https://whatsapp.com/channel/0029VaB5... ➖➖➖➖➖➖➖ 🔗 Download App Google Play : https://play.google.com/store/apps/de...