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Please note that this page does not hosts or makes available any of the listed filenames. You
cannot download any of those files from here.
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| 100 Day 2 Transfer Learning in Computer Vision.mp4 |
92.28MB |
| 100 Day 2 Transfer Learning in Computer Vision.srt |
36.01KB |
| 101 Day 3 Fine-Tuning Techniques in Computer Vision.mp4 |
75.96MB |
| 101 Day 3 Fine-Tuning Techniques in Computer Vision.srt |
29.22KB |
| 102 Day 4 Transfer Learning in NLP.mp4 |
58.67MB |
| 102 Day 4 Transfer Learning in NLP.srt |
24.73KB |
| 103 Day 5 Fine-Tuning Techniques in NLP.mp4 |
90.37MB |
| 103 Day 5 Fine-Tuning Techniques in NLP.srt |
36.60KB |
| 104 Day 6 Domain Adaptation and Transfer Learning Challenges.mp4 |
51.42MB |
| 104 Day 6 Domain Adaptation and Transfer Learning Challenges.srt |
21.62KB |
| 105 Day 7 Transfer Learning Project – Fine-Tuning for a Custom Task.mp4 |
63.37MB |
| 105 Day 7 Transfer Learning Project – Fine-Tuning for a Custom Task.srt |
25.75KB |
| 106 Learn Python from Scratch - Quick Tutorial.mp4 |
133.48MB |
| 106 Learn Python from Scratch - Quick Tutorial.srt |
61.99KB |
| 107 Day 1 Welcome Message Generator Print Statements --& Hello World.mp4 |
40.23MB |
| 107 Day 1 Welcome Message Generator Print Statements --& Hello World.srt |
19.07KB |
| 108 Day 2 Personalized Greeting Program Variables --& Data Types.mp4 |
44.64MB |
| 108 Day 2 Personalized Greeting Program Variables --& Data Types.srt |
20.57KB |
| 109 Day 3 Simple Calculator User Input --& String Formatting.mp4 |
43.38MB |
| 109 Day 3 Simple Calculator User Input --& String Formatting.srt |
18.90KB |
| 10 Introduction to Week 2 Data Science Essentials.mp4 |
2.09MB |
| 10 Introduction to Week 2 Data Science Essentials.srt |
1.08KB |
| 110 Day 4 Number Comparison Tool If-Else Statements.mp4 |
41.77MB |
| 110 Day 4 Number Comparison Tool If-Else Statements.srt |
18.70KB |
| 111 Day 5 Countdown Timer Loops --(For --& While--).mp4 |
39.43MB |
| 111 Day 5 Countdown Timer Loops --(For --& While--).srt |
18.41KB |
| 112 Day 6 Basic Math Quiz Game Functions.mp4 |
53.60MB |
| 112 Day 6 Basic Math Quiz Game Functions.srt |
24.94KB |
| 113 Day 7 Shopping List App Lists.mp4 |
61.33MB |
| 113 Day 7 Shopping List App Lists.srt |
28.63KB |
| 114 Day 8 Contact Book Dictionaries.mp4 |
70.51MB |
| 114 Day 8 Contact Book Dictionaries.srt |
32.75KB |
| 115 Day 9 Ingredient Checker Tuples --& Sets.mp4 |
50.36MB |
| 115 Day 9 Ingredient Checker Tuples --& Sets.srt |
23.90KB |
| 116 Day 10 Note-Taking App File Handling.mp4 |
57.79MB |
| 116 Day 10 Note-Taking App File Handling.srt |
27.68KB |
| 117 Day 11 Safe Calculator Exception Handling.mp4 |
53.02MB |
| 117 Day 11 Safe Calculator Exception Handling.srt |
25.22KB |
| 118 Day 12 Temperature Converter Functions with Return Values.mp4 |
50.62MB |
| 118 Day 12 Temperature Converter Functions with Return Values.srt |
22.14KB |
| 119 Day 13 Student Grade Manager List Comprehensions.mp4 |
45.70MB |
| 119 Day 13 Student Grade Manager List Comprehensions.srt |
19.87KB |
| 11 Day 1 Introduction to NumPy for Numerical Computing.mp4 |
79.69MB |
| 11 Day 1 Introduction to NumPy for Numerical Computing.srt |
31.28KB |
| 120 Day 14 Random Password Generator Modules --& Libraries.mp4 |
53.66MB |
| 120 Day 14 Random Password Generator Modules --& Libraries.srt |
25.12KB |
| 121 Day 15 Recipe Viewer App Reading Files.mp4 |
53.28MB |
| 121 Day 15 Recipe Viewer App Reading Files.srt |
22.53KB |
| 122 Day 16 Daily Journal Logger Writing Files.mp4 |
52.31MB |
| 122 Day 16 Daily Journal Logger Writing Files.srt |
22.65KB |
| 123 Day 17 Student Report Generator CSV Files.mp4 |
52.45MB |
| 123 Day 17 Student Report Generator CSV Files.srt |
23.01KB |
| 124 Day 18 Mini To-Do App JSON Files.mp4 |
60.83MB |
| 124 Day 18 Mini To-Do App JSON Files.srt |
25.71KB |
| 125 Day 19 Weather App using API APIs --(Basics--).mp4 |
62.68MB |
| 125 Day 19 Weather App using API APIs --(Basics--).srt |
28.18KB |
| 126 Day 20 Event Countdown Timer Dates --& Time.mp4 |
50.64MB |
| 126 Day 20 Event Countdown Timer Dates --& Time.srt |
21.78KB |
| 127 Day 21 Wikipedia Article Scraper Web Scraping.mp4 |
75.51MB |
| 127 Day 21 Wikipedia Article Scraper Web Scraping.srt |
33.79KB |
| 128 Day 22 Bank Account Simulator Classes --& Objects.mp4 |
68.06MB |
| 128 Day 22 Bank Account Simulator Classes --& Objects.srt |
32.61KB |
| 129 Day 23 Library Management System Constructors --& Methods.mp4 |
59.04MB |
| 129 Day 23 Library Management System Constructors --& Methods.srt |
26.60KB |
| 12 Day 2 Advanced NumPy Operations.mp4 |
74.61MB |
| 12 Day 2 Advanced NumPy Operations.srt |
30.74KB |
| 130 Day 24 Employee Management System Inheritance.mp4 |
79.88MB |
| 130 Day 24 Employee Management System Inheritance.srt |
35.37KB |
| 131 Day 25 Animal Sound Simulator Polymorphism.mp4 |
49.07MB |
| 131 Day 25 Animal Sound Simulator Polymorphism.srt |
22.18KB |
| 132 Day 26 Secure User Profile App Encapsulation.mp4 |
62.31MB |
| 132 Day 26 Secure User Profile App Encapsulation.srt |
28.80KB |
| 133 Day 27 Inventory Management System Static --& Class Methods.mp4 |
57.49MB |
| 133 Day 27 Inventory Management System Static --& Class Methods.srt |
27.62KB |
| 134 Day 28 Mini ATM Machine Final OOP Project.mp4 |
57.83MB |
| 134 Day 28 Mini ATM Machine Final OOP Project.srt |
26.58KB |
| 135 Day 29 Simple GUI App Tkinter Basics.mp4 |
66.33MB |
| 135 Day 29 Simple GUI App Tkinter Basics.srt |
32.73KB |
| 136 Day 30 Click Counter App Buttons --& Events.mp4 |
70.90MB |
| 136 Day 30 Click Counter App Buttons --& Events.srt |
35.93KB |
| 137 Day 31 BMI Calculator Input Fields.mp4 |
70.86MB |
| 137 Day 31 BMI Calculator Input Fields.srt |
33.86KB |
| 138 Day 32 Drawing Pad App Canvas Widgets.mp4 |
73.85MB |
| 138 Day 32 Drawing Pad App Canvas Widgets.srt |
36.71KB |
| 139 Day 33 Simple Login System Message Boxes.mp4 |
60.80MB |
| 139 Day 33 Simple Login System Message Boxes.srt |
29.79KB |
| 13 Day 3 Introduction to Pandas for Data Manipulation.mp4 |
68.52MB |
| 13 Day 3 Introduction to Pandas for Data Manipulation.srt |
28.65KB |
| 140 Day 34 To-Do List GUI Advanced Widgets.mp4 |
64.89MB |
| 140 Day 34 To-Do List GUI Advanced Widgets.srt |
31.75KB |
| 141 Day 35 Expense Tracker App GUI Capstone.mp4 |
70.85MB |
| 141 Day 35 Expense Tracker App GUI Capstone.srt |
4.93KB |
| 142 Day 36 Hello Flask App Flask Basics.mp4 |
69.58MB |
| 142 Day 36 Hello Flask App Flask Basics.srt |
32.63KB |
| 143 Day 37 Personal Blog Website Routes --& Templates.mp4 |
99.87MB |
| 143 Day 37 Personal Blog Website Routes --& Templates.srt |
46.43KB |
| 144 Day 38 Contact Form App Forms --& User Input.mp4 |
47.66MB |
| 144 Day 38 Contact Form App Forms --& User Input.srt |
22.58KB |
| 145 Day 39 User Registration App Database Integration.mp4 |
65.70MB |
| 145 Day 39 User Registration App Database Integration.srt |
30.54KB |
| 146 Day 40 Mini Weather API REST APIs.mp4 |
62.12MB |
| 146 Day 40 Mini Weather API REST APIs.srt |
27.50KB |
| 147 Day 41 Deploy Flask App Deployment.mp4 |
65.72MB |
| 147 Day 41 Deploy Flask App Deployment.srt |
29.74KB |
| 148 Day 42 Portfolio Website Flask Capstone.mp4 |
55.19MB |
| 148 Day 42 Portfolio Website Flask Capstone.srt |
25.40KB |
| 149 Day 43 Matrix Calculator NumPy.mp4 |
64.61MB |
| 149 Day 43 Matrix Calculator NumPy.srt |
29.61KB |
| 14 Day 4 Data Cleaning and Preparation with Pandas.mp4 |
83.52MB |
| 14 Day 4 Data Cleaning and Preparation with Pandas.srt |
35.04KB |
| 150 Day 44 Data Cleaner Pandas.mp4 |
58.91MB |
| 150 Day 44 Data Cleaner Pandas.srt |
27.44KB |
| 151 Day 45 Graph Plotter Matplotlib.mp4 |
62.52MB |
| 151 Day 45 Graph Plotter Matplotlib.srt |
27.45KB |
| 152 Day 46 Sales Report Analyzer Data Analysis.mp4 |
83.18MB |
| 152 Day 46 Sales Report Analyzer Data Analysis.srt |
36.45KB |
| 153 Day 47 Temperature Plotter Plotting Trends.mp4 |
62.06MB |
| 153 Day 47 Temperature Plotter Plotting Trends.srt |
30.55KB |
| 154 Day 48 Stock Price Tracker Data Scraping.mp4 |
60.20MB |
| 154 Day 48 Stock Price Tracker Data Scraping.srt |
27.84KB |
| 155 Day 49 COVID-19 Dashboard Capstone Project.mp4 |
66.01MB |
| 155 Day 49 COVID-19 Dashboard Capstone Project.srt |
30.80KB |
| 156 Day 50 Weather Dashboard App.mp4 |
99.82MB |
| 156 Day 50 Weather Dashboard App.srt |
45.03KB |
| 157 Day 51 Expense Tracker.mp4 |
64.14MB |
| 157 Day 51 Expense Tracker.srt |
28.80KB |
| 158 Day 52 File Organizer Tool.mp4 |
59.48MB |
| 158 Day 52 File Organizer Tool.srt |
19.39KB |
| 159 Day 53 Tic-Tac-Toe Game.mp4 |
86.96MB |
| 159 Day 53 Tic-Tac-Toe Game.srt |
36.64KB |
| 15 Day 5 Data Aggregation and Grouping in Pandas.mp4 |
52.10MB |
| 15 Day 5 Data Aggregation and Grouping in Pandas.srt |
19.94KB |
| 160 Day 54 Mini Chatbot.mp4 |
35.51MB |
| 160 Day 54 Mini Chatbot.srt |
18.09KB |
| 161 Day 55 Music Playlist Organizer.mp4 |
70.47MB |
| 161 Day 55 Music Playlist Organizer.srt |
32.79KB |
| 162 Day 56 Personal Budget Planner.mp4 |
49.56MB |
| 162 Day 56 Personal Budget Planner.srt |
22.29KB |
| 163 Day 57 ASCII Art Generator.mp4 |
53.20MB |
| 163 Day 57 ASCII Art Generator.srt |
22.86KB |
| 164 Day 58 Pomodoro Timer.mp4 |
75.74MB |
| 164 Day 58 Pomodoro Timer.srt |
33.01KB |
| 165 Day 59 Markdown to HTML Converter.mp4 |
59.54MB |
| 165 Day 59 Markdown to HTML Converter.srt |
27.19KB |
| 166 Day 60 Personal Diary App.mp4 |
64.18MB |
| 166 Day 60 Personal Diary App.srt |
30.20KB |
| 167 Day 61 Social Media Scraper.mp4 |
45.73MB |
| 167 Day 61 Social Media Scraper.srt |
20.80KB |
| 168 Day 62 Automated Backup Tool.mp4 |
46.98MB |
| 168 Day 62 Automated Backup Tool.srt |
22.51KB |
| 169 Day 63 Movie Recommendation System.mp4 |
55.90MB |
| 169 Day 63 Movie Recommendation System.srt |
25.46KB |
| 16 Day 6 Data Visualization with Matplotlib and Seaborn.mp4 |
94.33MB |
| 16 Day 6 Data Visualization with Matplotlib and Seaborn.srt |
35.71KB |
| 170 Day 64 PDF Merger Tool.mp4 |
37.95MB |
| 170 Day 64 PDF Merger Tool.srt |
16.81KB |
| 171 Day 65 Portfolio Website Backend.mp4 |
73.49MB |
| 171 Day 65 Portfolio Website Backend.srt |
33.83KB |
| 172 Day 66 Flashcards Learning App.mp4 |
33.41MB |
| 172 Day 66 Flashcards Learning App.srt |
16.42KB |
| 173 Day 67 Stock Market Dashboard.mp4 |
55.09MB |
| 173 Day 67 Stock Market Dashboard.srt |
24.80KB |
| 174 Day 68 Task Scheduler.mp4 |
51.47MB |
| 174 Day 68 Task Scheduler.srt |
24.49KB |
| 175 Day 69 Currency Converter.mp4 |
39.95MB |
| 175 Day 69 Currency Converter.srt |
18.58KB |
| 176 Day 70 Data Visualizer App.mp4 |
62.50MB |
| 176 Day 70 Data Visualizer App.srt |
31.03KB |
| 177 Day 71 Spam Email Detector.mp4 |
79.74MB |
| 177 Day 71 Spam Email Detector.srt |
36.19KB |
| 178 Day 72 Text Sentiment Analyzer.mp4 |
41.12MB |
| 178 Day 72 Text Sentiment Analyzer.srt |
18.57KB |
| 179 Day 73 Handwriting Digit Recognition.mp4 |
87.76MB |
| 179 Day 73 Handwriting Digit Recognition.srt |
38.68KB |
| 17 Day 7 Exploratory Data Analysis --(EDA--) Project.mp4 |
79.29MB |
| 17 Day 7 Exploratory Data Analysis --(EDA--) Project.srt |
30.78KB |
| 180 Day 74 Voice Assistant.mp4 |
60.81MB |
| 180 Day 74 Voice Assistant.srt |
26.21KB |
| 181 Day 75 Face Detection App.mp4 |
65.00MB |
| 181 Day 75 Face Detection App.srt |
28.81KB |
| 182 Day 76 Simple Recommendation System.mp4 |
47.41MB |
| 182 Day 76 Simple Recommendation System.srt |
23.63KB |
| 183 Day 77 AI Chatbot with NLP.mp4 |
44.25MB |
| 183 Day 77 AI Chatbot with NLP.srt |
20.81KB |
| 184 Day 78 Object Detection App.mp4 |
37.14MB |
| 184 Day 78 Object Detection App.srt |
17.12KB |
| 185 Day 79 Language Translator Tool.mp4 |
37.21MB |
| 185 Day 79 Language Translator Tool.srt |
18.30KB |
| 186 Day 80 Fake News Detector.mp4 |
47.75MB |
| 186 Day 80 Fake News Detector.srt |
22.88KB |
| 187 Introduction to Machine Learning Algorithms and Implementation in Python.mp4 |
9.03MB |
| 188 1 Supervised Learning Algorithms Linear Regression Implementation.mp4 |
20.92MB |
| 188 1 Supervised Learning Algorithms Linear Regression Implementation.srt |
9.07KB |
| 189 2 Supervised Learning Algorithms Ridge and Lasso Regression Implementation.mp4 |
8.02MB |
| 18 Introduction to Week 3 Mathematics for Machine Learning.mp4 |
2.11MB |
| 18 Introduction to Week 3 Mathematics for Machine Learning.srt |
1.10KB |
| 190 3 Supervised Learning Algorithms Polynomial Regression Implementation.mp4 |
24.18MB |
| 191 4 Supervised Learning Algorithms Logistic Regression Implementation.mp4 |
19.15MB |
| 192 5 Supervised Learning Algorithms K-Nearest Neighbors --(KNN--) Implementation.mp4 |
19.23MB |
| 193 6 Supervised Learning Algorithms Support Vector Machines --(SVM--) Implementation.mp4 |
19.79MB |
| 194 7 Supervised Learning Algorithms Decision Trees Implementation.mp4 |
20.39MB |
| 194 7 Supervised Learning Algorithms Decision Trees Implementation.srt |
9.39KB |
| 195 8 Supervised Learning Algorithms Random Forests Implementation.mp4 |
19.52MB |
| 195 8 Supervised Learning Algorithms Random Forests Implementation.srt |
8.82KB |
| 196 9 Supervised Learning Algorithms Gradient Boosting Implementation.mp4 |
20.31MB |
| 196 9 Supervised Learning Algorithms Gradient Boosting Implementation.srt |
9.13KB |
| 197 10 Supervised Learning Algorithms Naive Bayes Implementation.mp4 |
19.17MB |
| 197 10 Supervised Learning Algorithms Naive Bayes Implementation.srt |
8.72KB |
| 198 11 Unsupervised Learning Algorithms K-Means Clustering Implementation.mp4 |
13.64MB |
| 199 12 Unsupervised Learning Algorithms Hierarchical Clustering Implementation.mp4 |
15.22MB |
| 19 Day 1 Linear Algebra Fundamentals.mp4 |
74.88MB |
| 19 Day 1 Linear Algebra Fundamentals.srt |
29.99KB |
| 1 Introduction to Week 1 Python Programming Basics.mp4 |
1.80MB |
| 1 Introduction to Week 1 Python Programming Basics.srt |
889B |
| 200 13 Unsupervised Learning Algorithms DBSCAN.mp4 |
15.42MB |
| 200 13 Unsupervised Learning Algorithms DBSCAN.srt |
7.11KB |
| 201 14 Unsupervised Learning Algorithms Gaussian Mixture Models--(GMM--).mp4 |
15.23MB |
| 202 15 Unsupervised Learning Algorithms Principal Component Analysis --(PCA--).mp4 |
14.41MB |
| 203 16 Unsupervised Learning Algo t-Distributed Stochastic Neighbor Embedding.mp4 |
16.10MB |
| 204 17Unsupervised Learning Algorithms Autoencoders Implementation.mp4 |
27.29MB |
| 204 17Unsupervised Learning Algorithms Autoencoders Implementation.srt |
11.96KB |
| 205 18 Self-Training Implementation.mp4 |
22.21MB |
| 205 18 Self-Training Implementation.srt |
9.77KB |
| 206 19 Q-Learning Implementation.mp4 |
28.31MB |
| 206 19 Q-Learning Implementation.srt |
12.90KB |
| 207 20 Deep Q-Networks --(DQN--) Implementation.mp4 |
46.82MB |
| 207 20 Deep Q-Networks --(DQN--) Implementation.srt |
21.22KB |
| 208 21 Policy Gradient Methods Implementation.mp4 |
35.24MB |
| 208 21 Policy Gradient Methods Implementation.srt |
15.30KB |
| 209 22 One-Class SVM Implementation.mp4 |
15.14MB |
| 209 22 One-Class SVM Implementation.srt |
6.89KB |
| 20 Day 2 Advanced Linear Algebra Concepts.mp4 |
68.59MB |
| 20 Day 2 Advanced Linear Algebra Concepts.srt |
25.76KB |
| 210 23 Isolation Forest Implementation.mp4 |
16.04MB |
| 210 23 Isolation Forest Implementation.srt |
7.66KB |
| 211 24 Convolutional Neural Networks --(CNNs--) Implementation.mp4 |
28.13MB |
| 211 24 Convolutional Neural Networks --(CNNs--) Implementation.srt |
11.97KB |
| 212 25 Recurrent Neural Networks --(RNNs--) Implementation.mp4 |
24.97MB |
| 212 25 Recurrent Neural Networks --(RNNs--) Implementation.srt |
11.45KB |
| 213 26 Long Short-Term Memory --(LSTM--) Implementation.mp4 |
24.03MB |
| 213 26 Long Short-Term Memory --(LSTM--) Implementation.srt |
11.03KB |
| 214 27 Transformers Implementation.mp4 |
37.59MB |
| 214 27 Transformers Implementation.srt |
15.79KB |
| 21 Day 3 Calculus for Machine Learning --(Derivatives--).mp4 |
63.26MB |
| 21 Day 3 Calculus for Machine Learning --(Derivatives--).srt |
24.75KB |
| 22 Day 4 Calculus for Machine Learning --(Integrals and Optimization--).mp4 |
50.37MB |
| 23 Day 5 Probability Theory and Distributions.mp4 |
88.30MB |
| 23 Day 5 Probability Theory and Distributions.srt |
31.80KB |
| 24 Day 6 Statistics Fundamentals.mp4 |
66.83MB |
| 24 Day 6 Statistics Fundamentals.srt |
24.85KB |
| 25 Day 7 Math-Driven Mini Project – Linear Regression from Scratch.mp4 |
46.36MB |
| 26 Introduction to Week 4 Probability and Statistics for Machine Learning.mp4 |
2.41MB |
| 27 Day 1 Probability Theory and Random Variables.mp4 |
64.65MB |
| 27 Day 1 Probability Theory and Random Variables.srt |
23.44KB |
| 28 Day 2 Probability Distributions in Machine Learning.mp4 |
59.53MB |
| 28 Day 2 Probability Distributions in Machine Learning.srt |
22.22KB |
| 29 Day 3 Statistical Inference - Estimation and Confidence Intervals.mp4 |
54.27MB |
| 29 Day 3 Statistical Inference - Estimation and Confidence Intervals.srt |
20.02KB |
| 2 Day 1 Introduction to Python and Development Setup.mp4 |
71.55MB |
| 2 Day 1 Introduction to Python and Development Setup.srt |
30.17KB |
| 30 Day 4 Hypothesis Testing and P-Values.mp4 |
39.12MB |
| 30 Day 4 Hypothesis Testing and P-Values.srt |
14.69KB |
| 31 Day 5 Types of Hypothesis Tests.mp4 |
65.01MB |
| 31 Day 5 Types of Hypothesis Tests.srt |
24.46KB |
| 32 Day 6 Correlation and Regression Analysis.mp4 |
60.48MB |
| 32 Day 6 Correlation and Regression Analysis.srt |
23.67KB |
| 33 Day 7 Statistical Analysis Project – Analyzing Real-World Data.mp4 |
85.20MB |
| 33 Day 7 Statistical Analysis Project – Analyzing Real-World Data.srt |
33.37KB |
| 34 Introduction to Week 5 Introduction to Machine Learning.mp4 |
2.29MB |
| 34 Introduction to Week 5 Introduction to Machine Learning.srt |
1.09KB |
| 35 Day 1 Machine Learning Basics and Terminology.mp4 |
51.36MB |
| 35 Day 1 Machine Learning Basics and Terminology.srt |
22.31KB |
| 36 Day 2 Introduction to Supervised Learning and Regression Models.mp4 |
52.76MB |
| 36 Day 2 Introduction to Supervised Learning and Regression Models.srt |
21.57KB |
| 37 Day 3 Advanced Regression Models – Polynomial Regression and Regularization.mp4 |
122.47MB |
| 37 Day 3 Advanced Regression Models – Polynomial Regression and Regularization.srt |
44.52KB |
| 38 Day 4 Introduction to Classification and Logistic Regression.mp4 |
84.50MB |
| 38 Day 4 Introduction to Classification and Logistic Regression.srt |
32.88KB |
| 39 Day 5 Model Evaluation and Cross-Validation.mp4 |
55.39MB |
| 39 Day 5 Model Evaluation and Cross-Validation.srt |
21.75KB |
| 3 Day 2 Control Flow in Python.mp4 |
113.90MB |
| 3 Day 2 Control Flow in Python.srt |
47.87KB |
| 40 Day 6 k-Nearest Neighbors --(k-NN--) Algorithm.mp4 |
60.03MB |
| 40 Day 6 k-Nearest Neighbors --(k-NN--) Algorithm.srt |
22.82KB |
| 41 Day 7 Supervised Learning Mini Project.mp4 |
86.70MB |
| 41 Day 7 Supervised Learning Mini Project.srt |
34.67KB |
| 42 Introduction to Week 6 Feature Engineering and Model Evaluation.mp4 |
2.03MB |
| 42 Introduction to Week 6 Feature Engineering and Model Evaluation.srt |
962B |
| 43 Day 1 Introduction to Feature Engineering.mp4 |
49.86MB |
| 43 Day 1 Introduction to Feature Engineering.srt |
21.11KB |
| 44 Day 2 Data Scaling and Normalization.mp4 |
56.29MB |
| 44 Day 2 Data Scaling and Normalization.srt |
21.57KB |
| 45 Day 3 Encoding Categorical Variables.mp4 |
57.98MB |
| 45 Day 3 Encoding Categorical Variables.srt |
22.90KB |
| 46 Day 4 Feature Selection Techniques.mp4 |
56.51MB |
| 46 Day 4 Feature Selection Techniques.srt |
20.92KB |
| 47 Day 5 Creating and Transforming Features.mp4 |
62.88MB |
| 47 Day 5 Creating and Transforming Features.srt |
23.27KB |
| 48 Day 6 Model Evaluation Techniques.mp4 |
54.69MB |
| 48 Day 6 Model Evaluation Techniques.srt |
20.91KB |
| 49 Day 7 Cross-Validation and Hyperparameter Tuning.mp4 |
69.27MB |
| 49 Day 7 Cross-Validation and Hyperparameter Tuning.srt |
27.43KB |
| 4 Day 3 Functions and Modules.mp4 |
80.80MB |
| 4 Day 3 Functions and Modules.srt |
33.22KB |
| 50 Introduction to Week 7 Advanced Machine Learning Algorithms.mp4 |
1.94MB |
| 50 Introduction to Week 7 Advanced Machine Learning Algorithms.srt |
981B |
| 51 Day 1 Introduction to Ensemble Learning.mp4 |
52.30MB |
| 51 Day 1 Introduction to Ensemble Learning.srt |
20.56KB |
| 52 Day 2 Bagging and Random Forests.mp4 |
49.62MB |
| 52 Day 2 Bagging and Random Forests.srt |
19.71KB |
| 53 Day 3 Boosting and Gradient Boosting.mp4 |
55.79MB |
| 53 Day 3 Boosting and Gradient Boosting.srt |
21.78KB |
| 54 Day 4 Introduction to XGBoost.mp4 |
67.70MB |
| 54 Day 4 Introduction to XGBoost.srt |
25.63KB |
| 55 Day 5 LightGBM and CatBoost.mp4 |
70.15MB |
| 55 Day 5 LightGBM and CatBoost.srt |
26.66KB |
| 56 Day 6 Handling Imbalanced Data.mp4 |
57.72MB |
| 56 Day 6 Handling Imbalanced Data.srt |
22.97KB |
| 57 Day 7 Ensemble Learning Project – Comparing Models on a Real Dataset.mp4 |
78.11MB |
| 57 Day 7 Ensemble Learning Project – Comparing Models on a Real Dataset.srt |
28.35KB |
| 58 Introduction to Week 8 Model Tuning and Optimization.mp4 |
2.61MB |
| 58 Introduction to Week 8 Model Tuning and Optimization.srt |
1.21KB |
| 59 Day 1 Introduction to Hyperparameter Tuning.mp4 |
47.57MB |
| 59 Day 1 Introduction to Hyperparameter Tuning.srt |
19.11KB |
| 5 Day 4 Data Structures --(Lists, Tuples, Dictionaries, Sets--).mp4 |
106.12MB |
| 5 Day 4 Data Structures --(Lists, Tuples, Dictionaries, Sets--).srt |
44.63KB |
| 60 Day 2 Grid Search and Random Search.mp4 |
55.72MB |
| 60 Day 2 Grid Search and Random Search.srt |
21.62KB |
| 61 Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.mp4 |
93.35MB |
| 61 Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.srt |
35.67KB |
| 62 Day 4 Regularization Techniques for Model Optimization.mp4 |
45.88MB |
| 62 Day 4 Regularization Techniques for Model Optimization.srt |
17.69KB |
| 63 Day 5 Cross-Validation and Model Evaluation Techniques.mp4 |
44.91MB |
| 63 Day 5 Cross-Validation and Model Evaluation Techniques.srt |
17.59KB |
| 64 Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp4 |
67.51MB |
| 64 Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.srt |
24.46KB |
| 65 Day 7 Optimization Project – Building and Tuning a Final Model.mp4 |
78.79MB |
| 65 Day 7 Optimization Project – Building and Tuning a Final Model.srt |
29.50KB |
| 66 Introduction to Week 9 Neural Networks and Deep Learning Fundamentals.mp4 |
2.28MB |
| 66 Introduction to Week 9 Neural Networks and Deep Learning Fundamentals.srt |
1.24KB |
| 67 Day 1 Introduction to Deep Learning and Neural Networks.mp4 |
56.03MB |
| 67 Day 1 Introduction to Deep Learning and Neural Networks.srt |
22.60KB |
| 68 Day 2 Forward Propagation and Activation Functions.mp4 |
51.05MB |
| 68 Day 2 Forward Propagation and Activation Functions.srt |
19.62KB |
| 69 Day 3 Loss Functions and Backpropagation.mp4 |
53.63MB |
| 69 Day 3 Loss Functions and Backpropagation.srt |
19.38KB |
| 6 Day 5 Working with Strings.mp4 |
82.39MB |
| 6 Day 5 Working with Strings.srt |
34.06KB |
| 70 Day 4 Gradient Descent and Optimization Techniques.mp4 |
75.85MB |
| 70 Day 4 Gradient Descent and Optimization Techniques.srt |
28.35KB |
| 71 Day 5 Building Neural Networks with TensorFlow and Keras.mp4 |
67.35MB |
| 71 Day 5 Building Neural Networks with TensorFlow and Keras.srt |
27.04KB |
| 72 Day 6 Building Neural Networks with PyTorch.mp4 |
92.49MB |
| 72 Day 6 Building Neural Networks with PyTorch.srt |
35.75KB |
| 73 Day 7 Neural Network Project – Image Classification on CIFAR-10.mp4 |
77.16MB |
| 73 Day 7 Neural Network Project – Image Classification on CIFAR-10.srt |
28.86KB |
| 74 Introduction to Week 10 Convolutional Neural Networks --(CNNs--).mp4 |
2.41MB |
| 74 Introduction to Week 10 Convolutional Neural Networks --(CNNs--).srt |
1.20KB |
| 75 Day 1 Introduction to Convolutional Neural Networks.mp4 |
91.50MB |
| 75 Day 1 Introduction to Convolutional Neural Networks.srt |
36.05KB |
| 76 Day 2 Convolutional Layers and Filters.mp4 |
82.70MB |
| 76 Day 2 Convolutional Layers and Filters.srt |
32.54KB |
| 77 Day 3 Pooling Layers and Dimensionality Reduction.mp4 |
83.47MB |
| 77 Day 3 Pooling Layers and Dimensionality Reduction.srt |
32.09KB |
| 78 Day 4 Building CNN Architectures with Keras and TensorFlow.mp4 |
61.96MB |
| 78 Day 4 Building CNN Architectures with Keras and TensorFlow.srt |
22.35KB |
| 79 Day 5 Building CNN Architectures with PyTorch.mp4 |
77.81MB |
| 79 Day 5 Building CNN Architectures with PyTorch.srt |
29.82KB |
| 7 Day 6 File Handling.mp4 |
78.44MB |
| 7 Day 6 File Handling.srt |
34.07KB |
| 80 Day 6 Regularization and Data Augmentation for CNNs.mp4 |
65.12MB |
| 80 Day 6 Regularization and Data Augmentation for CNNs.srt |
23.63KB |
| 81 Day 7 CNN Project – Image Classification on Fashion MNIST or CIFAR-10.mp4 |
95.97MB |
| 81 Day 7 CNN Project – Image Classification on Fashion MNIST or CIFAR-10.srt |
35.59KB |
| 82 Introduction to Week 11 Recurrent Neural Networks --(RNNs--) and Sequence Modeling.mp4 |
2.59MB |
| 83 Day 1 Introduction to Sequence Modeling and RNNs.mp4 |
116.27MB |
| 83 Day 1 Introduction to Sequence Modeling and RNNs.srt |
45.36KB |
| 84 Day 2 Understanding RNN Architecture and Backpropagation Through Time --(BPTT--).mp4 |
75.04MB |
| 85 Day 3 Long Short-Term Memory --(LSTM--) Networks.mp4 |
52.51MB |
| 85 Day 3 Long Short-Term Memory --(LSTM--) Networks.srt |
19.89KB |
| 86 Day 4 Gated Recurrent Units --(GRUs--).mp4 |
24.55MB |
| 86 Day 4 Gated Recurrent Units --(GRUs--).srt |
9.82KB |
| 87 Day 5 Text Preprocessing and Word Embeddings for RNNs.mp4 |
83.38MB |
| 87 Day 5 Text Preprocessing and Word Embeddings for RNNs.srt |
31.75KB |
| 88 Day 6 Sequence-to-Sequence Models and Applications.mp4 |
149.74MB |
| 88 Day 6 Sequence-to-Sequence Models and Applications.srt |
58.57KB |
| 89 Day 7 RNN Project – Text Generation or Sentiment Analysis.mp4 |
62.69MB |
| 89 Day 7 RNN Project – Text Generation or Sentiment Analysis.srt |
25.27KB |
| 8 Day 7 Pythonic Code and Project Work.mp4 |
137.61MB |
| 8 Day 7 Pythonic Code and Project Work.srt |
54.44KB |
| 90 Introduction to Week 12 Transformers and Attention Mechanisms.mp4 |
2.39MB |
| 90 Introduction to Week 12 Transformers and Attention Mechanisms.srt |
1.16KB |
| 91 Day 1 Introduction to Attention Mechanisms.mp4 |
52.96MB |
| 91 Day 1 Introduction to Attention Mechanisms.srt |
20.22KB |
| 92 Day 2 Introduction to Transformers Architecture.mp4 |
63.57MB |
| 92 Day 2 Introduction to Transformers Architecture.srt |
26.49KB |
| 93 Day 3 Self-Attention and Multi-Head Attention in Transformers.mp4 |
73.29MB |
| 93 Day 3 Self-Attention and Multi-Head Attention in Transformers.srt |
27.37KB |
| 94 Day 4 Positional Encoding and Feed-Forward Networks.mp4 |
70.73MB |
| 94 Day 4 Positional Encoding and Feed-Forward Networks.srt |
27.73KB |
| 95 Day 5 Hands-On with Pre-Trained Transformers – BERT and GPT.mp4 |
68.40MB |
| 95 Day 5 Hands-On with Pre-Trained Transformers – BERT and GPT.srt |
28.10KB |
| 96 Day 6 Advanced Transformers – BERT Variants and GPT-3.mp4 |
71.75MB |
| 96 Day 6 Advanced Transformers – BERT Variants and GPT-3.srt |
29.60KB |
| 97 Day 7 Transformer Project – Text Summarization or Translation.mp4 |
63.95MB |
| 97 Day 7 Transformer Project – Text Summarization or Translation.srt |
26.01KB |
| 98 Introduction to Week 13 Transfer Learning and Fine-Tuning.mp4 |
2.18MB |
| 98 Introduction to Week 13 Transfer Learning and Fine-Tuning.srt |
1.01KB |
| 99 Day 1 Introduction to Transfer Learning.mp4 |
50.75MB |
| 99 Day 1 Introduction to Transfer Learning.srt |
22.79KB |
| AIBootcamp.pdf |
2.38MB |
| Code_files.zip |
30.43MB |
| Python100Days_Code.zip |
5.36MB |
| Python100Days.pdf |
524.18KB |