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Category:
Language:
English
Total Size:
2.3 GB
Info Hash:
709B017B0D94815967D2753508249E451FB70B92
Added By:
Added:
Sept. 25, 2025, 11:32 p.m.
Stats:
|
(Last updated: Sept. 27, 2025, 3:21 a.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 bytes |
| 1 -Day 1–5 Python basics (variables, loops, functions, OOP).mp4 | 141.3 MB |
| 2 -Day 6–10 Data handling with NumPy & Pandas.mp4 | 102.6 MB |
| 3 -Day 11–15 Data visualization (Matplotlib, Seaborn).mp4 | 112.0 MB |
| 4 -Day 16–20 Statistics & probability (mean, variance, distributions, hypothesis).mp4 | 115.6 MB |
| 5 - Hands on Lab 1.html | 130 bytes |
| 5 -Hands on lab 1.pdf | 106.0 KB |
| 1 -Day 21–25 Data cleaning (missing values, duplicates, outliers).mp4 | 100.9 MB |
| 2 -Day 26–30 Feature engineering (encoding, scaling, transformations).mp4 | 93.2 MB |
| 3 -Day 31–35 Exploratory Data Analysis (EDA) with case studies.mp4 | 89.4 MB |
| 4 - Hands on Lab 2.html | 138 bytes |
| 4 -Hands on lab 2.pdf | 109.0 KB |
| 1 -Day 36–40 Intro to ML, traintest split, evaluation metrics.mp4 | 101.6 MB |
| 2 -Day 41–45 Regression models (Linear, Logistic, Ridge, Lasso).mp4 | 115.7 MB |
| 3 -Day 46–50 Classification models (Decision Trees, Random Forest, SVM, KNN).mp4 | 103.4 MB |
| 4 -Day 51–55 Unsupervised learning (K-Means, PCA, clustering use cases).mp4 | 103.9 MB |
| 5 - Hands on Lab 3.html | 102 bytes |
| 5 -Hands on lab 3.pdf | 90.9 KB |
| 1 -Day 56–60 Case study — Predict customer churn (classification).mp4 | 104.2 MB |
| 2 -Day 61–65 Case study — Sales forecasting (time-series).mp4 | 111.2 MB |
| 3 -Day 66–70 Case study — Recommendation systems (collaborative filtering).mp4 | 84.6 MB |
| 4 - Hands on Lab 4.html | 140 bytes |
| 4 -Hands on lab 4.pdf | 78.9 KB |
| 1 -Day 71–75 Neural networks basics (perceptrons, forwardbackpropagation).mp4 | 101.6 MB |
| 2 -Day 76–80 Deep learning with TensorFlowKeras.mp4 | 101.6 MB |
| 3 -Day 81–85 Applications — Image classification (CNN), text processing (RNNLSTM).mp4 | 108.7 MB |
| 4 - Hands on Lab 5.html | 174 bytes |
| 4 -Hands on lab 5.pdf | 88.4 KB |
| 1 -Day 86–88 Introduction to LLMs (GPT, BERT, transformers).mp4 | 101.5 MB |
| 2 -Day 89–91 Prompt engineering & fine-tuning basics.mp4 | 84.3 MB |
| 3 -Day 92–93 AI for business (automation, NLP, chatbots).mp4 | 98.8 MB |
| 4 -Day 94–95 AI in industries (aviation, healthcare, finance).mp4 | 86.2 MB |
| 5 - Hands on Lab 6.html | 157 bytes |
| 5 -Hands on lab 6.pdf | 85.8 KB |
| 1 -Day 96–98 Capstone project — End-to-end pipeline (data → ML model → dashboardAPI.mp4 | 82.0 MB |
| 2 -Day 99 Portfolio & resume building for Data ScienceAI roles.mp4 | 67.7 MB |
| 3 -Day 100 Presentation + “Next Steps” (MLOps, advanced DL, specialized domains).mp4 | 77.5 MB |
| 4 - Hands on Lab 7.html | 139 bytes |
| 4 -Hands on lab 7.pdf | 146.6 KB |
| Bonus Resources.txt | 70 bytes |
Name
DL
Uploader
Size
S/L
Added
-
917.6 MB
[7
/
2]
2025-03-07
| Uploaded by freecoursewb | Size 917.6 MB | Health [ 7 /2 ] | Added 2025-03-07 |
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737.2 MB
[39
/
3]
2024-12-02
| Uploaded by FreeCourseWeb | Size 737.2 MB | Health [ 39 /3 ] | Added 2024-12-02 |
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434.2 MB
[10
/
3]
2024-10-24
| Uploaded by FreeCourseWeb | Size 434.2 MB | Health [ 10 /3 ] | Added 2024-10-24 |
-
336.1 MB
[6
/
0]
2024-09-11
| Uploaded by FreeCourseWeb | Size 336.1 MB | Health [ 6 /0 ] | Added 2024-09-11 |
NOTE
SOURCE: Udemy Data Science and AI Mastery 100 Days to Career Success
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