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Udemy Data Science and AI Mastery 100 Days to Career Success

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Type:

Tutorials

Language:

English

Category:

Other

Size:

2.3 GB

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Sept. 25, 2025, 11:32 p.m.

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Files:

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

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