WebToolTip com Python Bootcamp | 2D4AF3F86EB5F0C76C59FDDBFC6E00D90A23EB13

WebToolTip com Python Bootcamp

Name	[ WebToolTip.com ] Python Bootcamp	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	4.1 GB
Total Files	80
Last Seen
Hash	2D4AF3F86EB5F0C76C59FDDBFC6E00D90A23EB13

/
Get Bonus Downloads Here.url	0.2 KB
/1 - Introduction/
1 -Introduction.mp4	19.5 MB
2 - Course resources.html	0.1 KB
/.../Python Bootcamp files/
ML Intro PPT.pptx	9.4 MB
PyTorch_Tutorial.ipynb	13.5 KB
Scikit_Learn_Tutorial.ipynb	4.9 KB
deep learning intro.pptx	1.0 MB
tensorflow_Tutorial.ipynb	17.7 KB
/.../Python training data till Seaborn/
Housing.csv	30.0 KB
Housing.xlsx	38.4 KB
Housing_with_null.csv	29.8 KB
MatplotLib.ipynb	1.0 MB
Numpy.ipynb	54.4 KB
Pandas.ipynb	239.4 KB
Python_Tutorial.ipynb	143.2 KB
Seaborn.ipynb	2.1 MB
example.txt	0.0 KB
/.../10 - Pandas Library/
1 -Introduction to Pandas DataFrames.mp4	42.8 MB
2 -Working with Series and DataFrames.mp4	49.6 MB
3 -Core Methods for Data Analysis in Pandas.mp4	117.0 MB
4 -Handling Missing and Null Data.mp4	114.5 MB
5 -DataFrame Transformation and Manipulation.mp4	116.0 MB
/.../11 - Matplotlib Library/
1 -Getting Started with Matplotlib Library.mp4	41.4 MB
2 -Plotting Fundamentals Creating and Customizing Visuals.mp4	122.2 MB
3 -Subplots and Scatter Plots Comparative and Relational Analysis.mp4	81.9 MB
4 -Bar Charts, Histograms, and Pie Charts Distribution and Composition Insights.mp4	90.0 MB
/.../12 - Seaborn Library/
1 -Introduction to the Seaborn Library.mp4	74.9 MB
2 -Visualizing Distributions Univariate and Bivariate Analysis.mp4	52.8 MB
3 -Advanced Plots in Seaborn Pairplots and Barplot Customization.mp4	92.9 MB
4 -Complex Visualizations Countplots and Heatmaps.mp4	67.0 MB
/.../13 - Scikit-Learn (sklearn) Library/
1 -Introduction to Scikit-Learn and Environment Setup.mp4	45.4 MB
2 -Data Loading Utilities in Scikit-Learn.mp4	64.6 MB
3 -Supervised Learning with Scikit-Learn.mp4	48.5 MB
4 -Unsupervised Learning with Scikit-Learn.mp4	66.7 MB
5 -Data Transformation Techniques in Scikit-Learn.mp4	78.3 MB
6 -Model Selection and Evaluation in Scikit-Learn.mp4	81.0 MB
7 -Visualization Tools in Scikit-Learn.mp4	52.9 MB
8 -Saving and Reusing Models in Scikit-Learn.mp4	47.0 MB
/.../14 - Deep Learning Basic/
1 -Introduction to Deep Learning.mp4	105.7 MB
/.../15 - Tensorflow Framework/
1 -Introduction to TensorFlow.mp4	59.3 MB
2 -Working with Tensors and TensorFlow Operations.mp4	68.0 MB
3 -Key Components of TensorFlow.mp4	29.2 MB
4 -Building Models with Keras in TensorFlow.mp4	142.5 MB
5 -Understanding the Variety of Layers in Neural Networks.mp4	43.9 MB
6 -Project – Fashion MNIST Classification with TensorFlow.mp4	187.6 MB
/.../16 - PyTorch Framework/
1 -Introduction to PyTorch.mp4	69.1 MB
2 -Tensor Operations in PyTorch.mp4	52.4 MB
3 -Building Neural Networks with PyTorch.mp4	80.5 MB
4 -Project – Melanoma Cancer Prediction with PyTorch.mp4	52.0 MB
5 -Project Extension – Data Augmentation for Cancer Prediction.mp4	57.7 MB
6 -Project Extension – Defining a Custom Neural Network.mp4	101.6 MB
7 -Evaluating Models with Confusion Matrix in PyTorch.mp4	37.7 MB
8 -The final milestone!.mp4	13.4 MB
/17 - Conclusion/
1 - About your certificate.html	0.9 KB
1 - Bonus Lecture.html	9.4 KB
/.../2 - Getting Started with Python/
1 -What is Python & Why Learn It.mp4	38.9 MB
2 -This is a Milestone!.mp4	45.8 MB
3 -Understanding Variables in Python.mp4	70.7 MB
4 -Python Data Types.mp4	40.8 MB
5 -Working with Strings in Python.mp4	50.5 MB
6 -Useful String Methods.mp4	86.5 MB
/.../3 - Data Structures in Python/
1 -Lists in Python.mp4	78.7 MB
2 -Understanding Tuples.mp4	43.6 MB
3 -Working with Dictionaries.mp4	38.6 MB
4 -Sets in Python.mp4	31.3 MB
/.../4 - Conditional Statements in Python/
1 -Introduction to Conditional Statements.mp4	33.3 MB
2 -Operators and Advanced Conditions.mp4	83.6 MB
/.../5 - Loops in Python/
1 -For Loops in Python.mp4	80.6 MB
2 -While Loops in Python.mp4	54.1 MB
/.../6 - Functions in Python/
1 -Defining and Using Functions.mp4	74.1 MB
2 -Understanding Recursion.mp4	55.2 MB
3 -Lambda Functions in Python.mp4	51.9 MB
/.../7 - File Handling in Python/
1 -Reading and Writing Files in Python.mp4	72.7 MB
/.../8 - Machine Learning Basic/
1 -Introduction to Machine Learning.mp4	105.7 MB
/9 - Numpy Library/
1 -Overview of NumPy and Its Core Concepts.mp4	63.8 MB
2 -Indexing and Selecting Data in NumPy Arrays.mp4	35.2 MB
3 -Understanding Array Data Types, Shapes, and Stacking.mp4	55.6 MB
4 -Techniques for Creating Arrays in NumPy.mp4	44.7 MB
5 -Performing Mathematical and Statistical Operations with Arrays.mp4	48.3 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.1 KB
Total files 80