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