~Get Your Files Here !/1 - Phase 1 Foundations of Data Science (Days 1–20)/4 -Day 16–20 Statistics & probability (mean, variance, distributions, hypothesis).mp4 121.2 MB
~Get Your Files Here !/1 - Phase 1 Foundations of Data Science (Days 1–20)/3 -Day 11–15 Data visualization (Matplotlib, Seaborn).mp4 117.5 MB
~Get Your Files Here !/4 - Phase 4 Applied ML & Projects (Days 56–70)/2 -Day 61–65 Case study — Sales forecasting (time-series).mp4 116.6 MB
~Get Your Files Here !/5 - Phase 5 Deep Learning Foundations (Days 71–85)/3 -Day 81–85 Applications — Image classification (CNN), text processing (RNNLSTM).mp4 114.0 MB
~Get Your Files Here !/4 - Phase 4 Applied ML & Projects (Days 56–70)/1 -Day 56–60 Case study — Predict customer churn (classification).mp4 109.2 MB
~Get Your Files Here !/3 - Phase 3 Machine Learning Core (Days 36–55)/4 -Day 51–55 Unsupervised learning (K-Means, PCA, clustering use cases).mp4 108.9 MB
~Get Your Files Here !/3 - Phase 3 Machine Learning Core (Days 36–55)/3 -Day 46–50 Classification models (Decision Trees, Random Forest, SVM, KNN).mp4 108.4 MB
~Get Your Files Here !/1 - Phase 1 Foundations of Data Science (Days 1–20)/2 -Day 6–10 Data handling with NumPy & Pandas.mp4 107.6 MB
~Get Your Files Here !/5 - Phase 5 Deep Learning Foundations (Days 71–85)/1 -Day 71–75 Neural networks basics (perceptrons, forwardbackpropagation).mp4 106.6 MB
~Get Your Files Here !/3 - Phase 3 Machine Learning Core (Days 36–55)/1 -Day 36–40 Intro to ML, traintest split, evaluation metrics.mp4 106.6 MB
~Get Your Files Here !/5 - Phase 5 Deep Learning Foundations (Days 71–85)/2 -Day 76–80 Deep learning with TensorFlowKeras.mp4 106.5 MB
~Get Your Files Here !/6 - Phase 6 Generative AI & Advanced Applications (Days 86–95)/1 -Day 86–88 Introduction to LLMs (GPT, BERT, transformers).mp4 106.4 MB
~Get Your Files Here !/2 - Phase 2 Data Wrangling & Exploration (Days 21–35)/1 -Day 21–25 Data cleaning (missing values, duplicates, outliers).mp4 105.8 MB
~Get Your Files Here !/6 - Phase 6 Generative AI & Advanced Applications (Days 86–95)/3 -Day 92–93 AI for business (automation, NLP, chatbots).mp4 103.6 MB
~Get Your Files Here !/2 - Phase 2 Data Wrangling & Exploration (Days 21–35)/2 -Day 26–30 Feature engineering (encoding, scaling, transformations).mp4 97.7 MB
~Get Your Files Here !/2 - Phase 2 Data Wrangling & Exploration (Days 21–35)/3 -Day 31–35 Exploratory Data Analysis (EDA) with case studies.mp4 93.7 MB
~Get Your Files Here !/6 - Phase 6 Generative AI & Advanced Applications (Days 86–95)/4 -Day 94–95 AI in industries (aviation, healthcare, finance).mp4 90.4 MB
~Get Your Files Here !/4 - Phase 4 Applied ML & Projects (Days 56–70)/3 -Day 66–70 Case study — Recommendation systems (collaborative filtering).mp4 88.7 MB
~Get Your Files Here !/6 - Phase 6 Generative AI & Advanced Applications (Days 86–95)/2 -Day 89–91 Prompt engineering & fine-tuning basics.mp4 88.4 MB
~Get Your Files Here !/7 - Phase 7 Capstone & Future Path (Days 96–100)/1 -Day 96–98 Capstone project — End-to-end pipeline (data → ML model → dashboardAPI.mp4 86.0 MB