[ WebToolTip.com ] Udemy - Data Science and AI Mastery - 100 Days to Career Success

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Phase 1 Foundations of Data Science (Days 1–20)/1 -Day 1–5 Python basics (variables, loops, functions, OOP).mp4

141 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

103 MB

~Get Your Files Here !/1 - Phase 1 Foundations of Data Science (Days 1–20)/3 -Day 11–15 Data visualization (Matplotlib, Seaborn).mp4

112 MB

~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

116 MB

~Get Your Files Here !/1 - Phase 1 Foundations of Data Science (Days 1–20)/5 - Hands on Lab 1.html

130 B

~Get Your Files Here !/1 - Phase 1 Foundations of Data Science (Days 1–20)/5 -Hands on lab 1.pdf

106 kB

~Get Your Files Here !/2 - Phase 2 Data Wrangling & Exploration (Days 21–35)/1 -Day 21–25 Data cleaning (missing values, duplicates, outliers).mp4

101 MB

~Get Your Files Here !/2 - Phase 2 Data Wrangling & Exploration (Days 21–35)/2 -Day 26–30 Feature engineering (encoding, scaling, transformations).mp4

93 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

89 MB

~Get Your Files Here !/2 - Phase 2 Data Wrangling & Exploration (Days 21–35)/4 - Hands on Lab 2.html

138 B

~Get Your Files Here !/2 - Phase 2 Data Wrangling & Exploration (Days 21–35)/4 -Hands on lab 2.pdf

109 kB

~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

102 MB

~Get Your Files Here !/3 - Phase 3 Machine Learning Core (Days 36–55)/2 -Day 41–45 Regression models (Linear, Logistic, Ridge, Lasso).mp4

116 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

103 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

104 MB

~Get Your Files Here !/3 - Phase 3 Machine Learning Core (Days 36–55)/5 - Hands on Lab 3.html

102 B

~Get Your Files Here !/3 - Phase 3 Machine Learning Core (Days 36–55)/5 -Hands on lab 3.pdf

91 kB

~Get Your Files Here !/4 - Phase 4 Applied ML & Projects (Days 56–70)/1 -Day 56–60 Case study — Predict customer churn (classification).mp4

104 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

111 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

85 MB

~Get Your Files Here !/4 - Phase 4 Applied ML & Projects (Days 56–70)/4 - Hands on Lab 4.html

140 B

~Get Your Files Here !/4 - Phase 4 Applied ML & Projects (Days 56–70)/4 -Hands on lab 4.pdf

79 kB

~Get Your Files Here !/5 - Phase 5 Deep Learning Foundations (Days 71–85)/1 -Day 71–75 Neural networks basics (perceptrons, forwardbackpropagation).mp4

102 MB

~Get Your Files Here !/5 - Phase 5 Deep Learning Foundations (Days 71–85)/2 -Day 76–80 Deep learning with TensorFlowKeras.mp4

102 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

109 MB

~Get Your Files Here !/5 - Phase 5 Deep Learning Foundations (Days 71–85)/4 - Hands on Lab 5.html

174 B

~Get Your Files Here !/5 - Phase 5 Deep Learning Foundations (Days 71–85)/4 -Hands on lab 5.pdf

88 kB

~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

102 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

84 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

99 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

86 MB

~Get Your Files Here !/6 - Phase 6 Generative AI & Advanced Applications (Days 86–95)/5 - Hands on Lab 6.html

157 B

~Get Your Files Here !/6 - Phase 6 Generative AI & Advanced Applications (Days 86–95)/5 -Hands on lab 6.pdf

86 kB

~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

82 MB

~Get Your Files Here !/7 - Phase 7 Capstone & Future Path (Days 96–100)/2 -Day 99 Portfolio & resume building for Data ScienceAI roles.mp4

68 MB

~Get Your Files Here !/7 - Phase 7 Capstone & Future Path (Days 96–100)/3 -Day 100 Presentation + “Next Steps” (MLOps, advanced DL, specialized domains).mp4

78 MB

~Get Your Files Here !/7 - Phase 7 Capstone & Future Path (Days 96–100)/4 - Hands on Lab 7.html

139 B

~Get Your Files Here !/7 - Phase 7 Capstone & Future Path (Days 96–100)/4 -Hands on lab 7.pdf

147 kB

~Get Your Files Here !/Bonus Resources.txt

70 B