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7. Why Python for ML.mp4
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~Get Your Files Here !
1 - Introduction to Machine Learning
10 - Feature Engineering
11 - Saving & Loading Models
12 - Practical ML Projects
13 - Deployment Basics
14 - Best Practices & ML Workflow
15 - Interview Preparation
2 - Python for Machine Learning
7. Why Python for ML.mp4
MP4
5.4 MB
1 matching file, 66 total files.
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storage 992.3 MB
access_time 4 months ago
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1 - Introduction
10 - Evasion-Resistant Scanning
11 - Cost DoS Guard
12 - Safe Audit Logging
13 - Supply Chain Guard
14 - Agent Tool Guardrails
15 - Capstone Mini-Gateway
16 - Project 2 Live AI Security Chatbot
2 - Setup Python Environment & OpenAI API Key
3 - AI Security Fundamentals
4 - AI & ML Foundations for Security Engineers
5 - Understanding LLMs & Generative AI
6 - Rate Limiting
7 - Prompt Injection
8 - Secrets Detection
17 - Why Leaked Secrets In AI Conversations Are A Real, Recurring Incident Category.mp4
MP4
9.2 MB
9 - PII Redaction
20 - Why PII Needs To Be Caught Before It Reaches A Model Or A Log.mp4
MP4
8.7 MB
2 matching files, 75 total files.
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storage 1.1 GB
access_time 3 weeks ago
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1 - Why Python, Why Now (The Analyst's Turning Point)
10 - Pandas IV Time Series for Analysts
11 - Pandas V Performance & When to Reach Further
12 - Data Visualization I Matplotlib Foundations
13 - Data Visualization II Seaborn & Statistical Plots
14 - Data Visualization III Interactive & Dashboards
15 - Data Storytelling & Presentation
16 - Excel + Python Bridging the Two Worlds
17 - SQL + Python Databases Without Manual Exports
18 - APIs & Web Data
19 - Statistics for Analysts I Foundations
2 - Python Fundamentals I Variables, Types, Logic
20 - Statistics for Analysts II Inference & Testing
21 - Light ML & Forecasting for Analysts
22 - AI-Augmented Analytics for Analysts
23 - Automation & Scheduling
24 - Working with Bigger Data
25 - Tooling, Git & Reproducibility
26 - Recap & Bridge
27 - Case Studies Real Company-Shaped Problems
28 - BI Integration
29 - Career & Interview Playbook
3 - Python Fundamentals II Functions & Robustness
30 - Capstone End-to-End Analyst Project
31 - Module Quizzes (Optional Review)
4 - Data Structures Every Analyst Needs
5 - Files & Formats Reading the Real World
6 - NumPy Foundations (Just Enough)
7 - Pandas I Series & DataFrame Fundamentals
23. Your First DataFrame.mp4
MP4
16.1 MB
24. Selecting & Filtering.mp4
MP4
14.7 MB
25. Sorting & Ranking.mp4
MP4
12.6 MB
26. MultiIndex.mp4
MP4
29.2 MB
8 - Pandas II Cleaning Real Data + Systematic EDA
27. Missing Data.mp4
MP4
25.5 MB
28. Dtypes & Conversion.mp4
MP4
14.1 MB
29. String Cleaning.mp4
MP4
13.8 MB
30. Working with Text Data.mp4
MP4
28.2 MB
31. Your First Look at a Dataset.mp4
MP4
15.5 MB
32. Automated Profiling Tools.mp4
MP4
14.8 MB
33. Duplicates & Validation.mp4
MP4
36.2 MB
9 - Pandas III Reshaping & Combining
34. GroupBy The Pattern That Replaces Every Excel Pivot Table.mp4
MP4
38 MB
35. Pivot Tables & Melt Reshaping Between Wide and Long.mp4
MP4
17 MB
36. Merge & Join Why Do I Suddenly Have More Rows.mp4
MP4
16.9 MB
37. Concatenation Twelve Monthly CSVs Into One DataFrame.mp4
MP4
31 MB
15 matching files, 130 total files.
  • Seeders: 15
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  • Size: 2.9 GB
  • Files: 130
  • Age: 2 weeks ago
file_upload 130
storage 2.9 GB
access_time 2 weeks ago
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