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[ WebToolTip.com ] Udemy - Python for AI and Machine Learning - From Beginner to Pro

Magnet Download Download Torrent
File Name
Size
Get Bonus Downloads Here.url
180 B
~Get Your Files Here !/1 - Introduction/1 -Welcome and course overview.mp4
70 MB
~Get Your Files Here !/1 - Introduction/2 -What is Artificial Intelligence.mp4
32 MB
~Get Your Files Here !/1 - Introduction/3 -What is Machine Learning.mp4
50 MB
~Get Your Files Here !/1 - Introduction/4 -Why Python is the Top Choice for AI & Machine Learning.mp4
21 MB
~Get Your Files Here !/1 - Introduction/5 -3.pdf
1.3 MB
~Get Your Files Here !/1 - Introduction/5 -Install Python through Miniconda.url
86 B
~Get Your Files Here !/1 - Introduction/5 -Setting up Python.mp4
17 MB
~Get Your Files Here !/1 - Introduction/6 -Create environments and install packages.url
94 B
~Get Your Files Here !/1 - Introduction/6 -Setting up your Python environment for AIML.mp4
36 MB
~Get Your Files Here !/1 - Introduction/7 -Install and Run Jupyter notebook.txt
1.7 kB
~Get Your Files Here !/1 - Introduction/7 -Installing and Running Jupyter Notebook.mp4
24 MB
~Get Your Files Here !/10 - Capstone Project 3 Counting Plants Using Computer Vision Techniques/1 -Detecting and Counting Plants Using Computer Vision Techniques.ipynb
1.3 MB
~Get Your Files Here !/10 - Capstone Project 3 Counting Plants Using Computer Vision Techniques/1 -Detecting and Counting Plants Using Computer Vision Techniques.mp4
99 MB
~Get Your Files Here !/11 - Capstoe Project 4 Comprehensive Guide to Machine Learning, and Data Processing/1 -Comprehensive Guide to Machine Learning, and Data Processing, Part 1.mp4
104 MB
~Get Your Files Here !/11 - Capstoe Project 4 Comprehensive Guide to Machine Learning, and Data Processing/1 -Geospatial_analysis_project_organised_new 29_7_2024.ipynb
250 kB
~Get Your Files Here !/11 - Capstoe Project 4 Comprehensive Guide to Machine Learning, and Data Processing/2 -Comprehensive Guide to Machine Learning, and Data Processing, Part 2.mp4
116 MB
~Get Your Files Here !/11 - Capstoe Project 4 Comprehensive Guide to Machine Learning, and Data Processing/3 -Comprehensive Guide to Machine Learning, and Data Processing, Part 3.mp4
84 MB
~Get Your Files Here !/11 - Capstoe Project 4 Comprehensive Guide to Machine Learning, and Data Processing/4 -Comprehensive Guide to Machine Learning, and Data Processing, Part 4.mp4
76 MB
~Get Your Files Here !/11 - Capstoe Project 4 Comprehensive Guide to Machine Learning, and Data Processing/5 -Comprehensive Guide to Machine Learning, and Data Processing, Part 5.mp4
52 MB
~Get Your Files Here !/12 - Further Reading and Tutorials/1 - Further Reading and Tutorials.html
4.0 kB
~Get Your Files Here !/2 - Python Programming Fundamentals/1 -Python basics Variables, data types, and operators.mp4
17 MB
~Get Your Files Here !/2 - Python Programming Fundamentals/1 -Types of data in Python.ipynb
7.2 kB
~Get Your Files Here !/2 - Python Programming Fundamentals/2 -Control Flow in Python.ipynb
3.2 kB
~Get Your Files Here !/2 - Python Programming Fundamentals/2 -Control flow If statements, loops, and exceptions.mp4
8.2 MB
~Get Your Files Here !/2 - Python Programming Fundamentals/3 -Functions in Python.mp4
15 MB
~Get Your Files Here !/2 - Python Programming Fundamentals/3 -Functions.url
63 B
~Get Your Files Here !/2 - Python Programming Fundamentals/3 -Functions_in_Python.ipybn
418 B
~Get Your Files Here !/2 - Python Programming Fundamentals/4 -Modules in Python.ipynb
2.3 kB
~Get Your Files Here !/2 - Python Programming Fundamentals/4 -Modules in Python.mp4
17 MB
~Get Your Files Here !/2 - Python Programming Fundamentals/4 -Modules in Python.url
71 B
~Get Your Files Here !/2 - Python Programming Fundamentals/5 -Working with lists, dictionaries, and sets for data processing.mp4
61 MB
~Get Your Files Here !/3 - Data Handling with Pandas and NumPy/1 -Introduction to NumPy for numerical computing.mp4
82 MB
~Get Your Files Here !/3 - Data Handling with Pandas and NumPy/1 -NumPy+Python+for+Researchers.ipynb
23 kB
~Get Your Files Here !/3 - Data Handling with Pandas and NumPy/2 -File Handling in Python.mp4
25 MB
~Get Your Files Here !/3 - Data Handling with Pandas and NumPy/2 -File handling in Python.md
1.9 kB
~Get Your Files Here !/3 - Data Handling with Pandas and NumPy/3 -Directory+and+path.ipynb
14 kB
~Get Your Files Here !/3 - Data Handling with Pandas and NumPy/3 -Managing Directories in Python.mp4
22 MB
~Get Your Files Here !/3 - Data Handling with Pandas and NumPy/4 - Data manipulation with Pandas DataFrames, filtering, and merging.html
1.9 kB
~Get Your Files Here !/4 - Data Visualization with Matplotlib and Seaborn/1 -Creating plots with Matplotlib Line, scatter, and bar charts.mp4
61 MB
~Get Your Files Here !/4 - Data Visualization with Matplotlib and Seaborn/1 -Plotting in Python.ipynb
2.0 MB
~Get Your Files Here !/4 - Data Visualization with Matplotlib and Seaborn/1 -london_borough_profiles1.csv
20 kB
~Get Your Files Here !/4 - Data Visualization with Matplotlib and Seaborn/1 -myPub.csv
206 B
~Get Your Files Here !/4 - Data Visualization with Matplotlib and Seaborn/1 -sar_data.csv
553 B
~Get Your Files Here !/4 - Data Visualization with Matplotlib and Seaborn/2 -Advanced visualizations with Seaborn Heatmaps, pair plots, and box plots.mp4
68 MB
~Get Your Files Here !/4 - Data Visualization with Matplotlib and Seaborn/3 - Customizing plots for presentations and reports.html
3.3 kB
~Get Your Files Here !/4 - Data Visualization with Matplotlib and Seaborn/3 - Visualizing ML model performance (e.g., confusion matrices, ROC curves).html
2.6 kB
~Get Your Files Here !/5 - Introduction to Machine Learning with Scikit-Learn/1 -Advanced Machine Learning Techniques for Classifying Synthetic Data.mp4
46 MB
~Get Your Files Here !/5 - Introduction to Machine Learning with Scikit-Learn/1 -Comparison of Different ML Classifiers on Synthetic Dataset.url
111 B
~Get Your Files Here !/6 - Deep Learning with TensorFlow and PyTorch/1 -CNNs_LULC_Classification_EuroSAT_Azad_Rasul.ipynb
787 kB
~Get Your Files Here !/6 - Deep Learning with TensorFlow and PyTorch/1 -Convolutional neural network (CNN) with PyTorch for image classification.mp4
125 MB
~Get Your Files Here !/6 - Deep Learning with TensorFlow and PyTorch/2 -Step-by-Step Guide to GPU Setup for Machine Learning & Deep Learning!.url
118 B
~Get Your Files Here !/6 - Deep Learning with TensorFlow and PyTorch/2 -Using GPUs for faster training.mp4
110 MB
~Get Your Files Here !/7 - Cloud-Based AI with Google Colab/1 -Introduction to colab.pdf
202 kB
~Get Your Files Here !/7 - Cloud-Based AI with Google Colab/1 -Setting up Google Colab for AIML projects.mp4
29 MB
~Get Your Files Here !/8 - Capstone Project 1 Crop Health Prediction/1 -Building a Machine Learning Model for Crop Health Analysis.mp4
76 MB
~Get Your Files Here !/8 - Capstone Project 1 Crop Health Prediction/1 -Crop Health Using RS data and Neural Networks.ipynb
67 kB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/1 -AQI in India AR.ipynb
2.4 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/1 -Air Quality Monitoring in India A Python and ML Case Study Part 1.mp4
82 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/2 -Air Quality Monitoring in India A Python and ML Case Study Part 2.mp4
111 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/3 -Air Quality Monitoring in India A Python and ML Case Study Part 3.mp4
156 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/4 -Air Quality Monitoring in India A Python and ML Case Study Part 4.mp4
81 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data.csv
58 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/DEM/Dem_Erbil.tif
8.6 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/DrnMppr-DEM-AOI.tif
17 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/DrnMppr-DTM-AOI.tif
8.6 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/DrnMppr-ORT-AOI.tif
120 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/NDWI/NDWI_Annual_2014_Dukan.tif
16 kB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/NDWI/NDWI_Annual_2015_Dukan.tif
16 kB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/NDWI/NDWI_Annual_2016_Dukan.tif
18 kB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/NDWI/NDWI_Annual_2017_Dukan.tif
16 kB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/NDWI/NDWI_Annual_2018_Dukan.tif
16 kB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/NDWI/NDWI_Annual_2019_Dukan.tif
16 kB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/Rain_Data/Erbil_Rain.csv
556 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/Satellite_Images/LC08_169035_20210909.tif
14 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/aoi.cpg
5 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/aoi.dbf
252 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/aoi.prj
384 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/aoi.shp
316 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/aoi.shx
108 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/dem.tif
17 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/dtm.tif
8.6 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/ortho.tif
120 MB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plant_count.cpg
5 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plant_count.dbf
261 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plant_count.prj
384 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plant_count.shp
316 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plant_count.shx
108 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plots_1.cpg
5 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plots_1.dbf
5.0 kB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plots_1.prj
384 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plots_1.shp
25 kB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plots_1.shx
1.1 kB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plots_2.dbf
4.3 kB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plots_2.prj
384 B
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plots_2.shp
15 kB
~Get Your Files Here !/9 - Capstone Project 2 Air Quality Monitoring/data/plots_2.shx
748 B
~Get Your Files Here !/Bonus Resources.txt
70 B