[ WebToolTip.com ] Python Bootcamp

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction/1 -Introduction.mp4

19 MB

~Get Your Files Here !/1 - Introduction/2 - Course resources.html

106 B

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/ML Intro PPT.pptx

8.9 MB

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/PyTorch_Tutorial.ipynb

13 kB

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/Python training data till Seaborn/Housing.csv

29 kB

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/Python training data till Seaborn/Housing.xlsx

38 kB

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/Python training data till Seaborn/Housing_with_null.csv

29 kB

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/Python training data till Seaborn/MatplotLib.ipynb

1004 kB

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/Python training data till Seaborn/Numpy.ipynb

53 kB

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/Python training data till Seaborn/Pandas.ipynb

234 kB

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/Python training data till Seaborn/Python_Tutorial.ipynb

140 kB

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/Python training data till Seaborn/Seaborn.ipynb

2.0 MB

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/Python training data till Seaborn/example.txt

18 B

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/Scikit_Learn_Tutorial.ipynb

4.8 kB

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/deep learning intro.pptx

998 kB

~Get Your Files Here !/1 - Introduction/Python Bootcamp files/tensorflow_Tutorial.ipynb

17 kB

~Get Your Files Here !/10 - Pandas Library/1 -Introduction to Pandas DataFrames.mp4

41 MB

~Get Your Files Here !/10 - Pandas Library/2 -Working with Series and DataFrames.mp4

47 MB

~Get Your Files Here !/10 - Pandas Library/3 -Core Methods for Data Analysis in Pandas.mp4

112 MB

~Get Your Files Here !/10 - Pandas Library/4 -Handling Missing and Null Data.mp4

109 MB

~Get Your Files Here !/10 - Pandas Library/5 -DataFrame Transformation and Manipulation.mp4

111 MB

~Get Your Files Here !/11 - Matplotlib Library/1 -Getting Started with Matplotlib Library.mp4

40 MB

~Get Your Files Here !/11 - Matplotlib Library/2 -Plotting Fundamentals Creating and Customizing Visuals.mp4

116 MB

~Get Your Files Here !/11 - Matplotlib Library/3 -Subplots and Scatter Plots Comparative and Relational Analysis.mp4

78 MB

~Get Your Files Here !/11 - Matplotlib Library/4 -Bar Charts, Histograms, and Pie Charts Distribution and Composition Insights.mp4

86 MB

~Get Your Files Here !/12 - Seaborn Library/1 -Introduction to the Seaborn Library.mp4

72 MB

~Get Your Files Here !/12 - Seaborn Library/2 -Visualizing Distributions Univariate and Bivariate Analysis.mp4

50 MB

~Get Your Files Here !/12 - Seaborn Library/3 -Advanced Plots in Seaborn Pairplots and Barplot Customization.mp4

89 MB

~Get Your Files Here !/12 - Seaborn Library/4 -Complex Visualizations Countplots and Heatmaps.mp4

64 MB

~Get Your Files Here !/13 - Scikit-Learn (sklearn) Library/1 -Introduction to Scikit-Learn and Environment Setup.mp4

43 MB

~Get Your Files Here !/13 - Scikit-Learn (sklearn) Library/2 -Data Loading Utilities in Scikit-Learn.mp4

62 MB

~Get Your Files Here !/13 - Scikit-Learn (sklearn) Library/3 -Supervised Learning with Scikit-Learn.mp4

46 MB

~Get Your Files Here !/13 - Scikit-Learn (sklearn) Library/4 -Unsupervised Learning with Scikit-Learn.mp4

64 MB

~Get Your Files Here !/13 - Scikit-Learn (sklearn) Library/5 -Data Transformation Techniques in Scikit-Learn.mp4

75 MB

~Get Your Files Here !/13 - Scikit-Learn (sklearn) Library/6 -Model Selection and Evaluation in Scikit-Learn.mp4

77 MB

~Get Your Files Here !/13 - Scikit-Learn (sklearn) Library/7 -Visualization Tools in Scikit-Learn.mp4

50 MB

~Get Your Files Here !/13 - Scikit-Learn (sklearn) Library/8 -Saving and Reusing Models in Scikit-Learn.mp4

45 MB

~Get Your Files Here !/14 - Deep Learning Basic/1 -Introduction to Deep Learning.mp4

101 MB

~Get Your Files Here !/15 - Tensorflow Framework/1 -Introduction to TensorFlow.mp4

56 MB

~Get Your Files Here !/15 - Tensorflow Framework/2 -Working with Tensors and TensorFlow Operations.mp4

65 MB

~Get Your Files Here !/15 - Tensorflow Framework/3 -Key Components of TensorFlow.mp4

28 MB

~Get Your Files Here !/15 - Tensorflow Framework/4 -Building Models with Keras in TensorFlow.mp4

136 MB

~Get Your Files Here !/15 - Tensorflow Framework/5 -Understanding the Variety of Layers in Neural Networks.mp4

42 MB

~Get Your Files Here !/15 - Tensorflow Framework/6 -Project – Fashion MNIST Classification with TensorFlow.mp4

179 MB

~Get Your Files Here !/16 - PyTorch Framework/1 -Introduction to PyTorch.mp4

66 MB

~Get Your Files Here !/16 - PyTorch Framework/2 -Tensor Operations in PyTorch.mp4

50 MB

~Get Your Files Here !/16 - PyTorch Framework/3 -Building Neural Networks with PyTorch.mp4

77 MB

~Get Your Files Here !/16 - PyTorch Framework/4 -Project – Melanoma Cancer Prediction with PyTorch.mp4

50 MB

~Get Your Files Here !/16 - PyTorch Framework/5 -Project Extension – Data Augmentation for Cancer Prediction.mp4

55 MB

~Get Your Files Here !/16 - PyTorch Framework/6 -Project Extension – Defining a Custom Neural Network.mp4

97 MB

~Get Your Files Here !/16 - PyTorch Framework/7 -Evaluating Models with Confusion Matrix in PyTorch.mp4

36 MB

~Get Your Files Here !/16 - PyTorch Framework/8 -The final milestone!.mp4

13 MB

~Get Your Files Here !/17 - Conclusion/1 - About your certificate.html

945 B

~Get Your Files Here !/17 - Conclusion/1 - Bonus Lecture.html

9.1 kB

~Get Your Files Here !/2 - Getting Started with Python/1 -What is Python & Why Learn It.mp4

37 MB

~Get Your Files Here !/2 - Getting Started with Python/2 -This is a Milestone!.mp4

44 MB

~Get Your Files Here !/2 - Getting Started with Python/3 -Understanding Variables in Python.mp4

68 MB

~Get Your Files Here !/2 - Getting Started with Python/4 -Python Data Types.mp4

39 MB

~Get Your Files Here !/2 - Getting Started with Python/5 -Working with Strings in Python.mp4

48 MB

~Get Your Files Here !/2 - Getting Started with Python/6 -Useful String Methods.mp4

82 MB

~Get Your Files Here !/3 - Data Structures in Python/1 -Lists in Python.mp4

75 MB

~Get Your Files Here !/3 - Data Structures in Python/2 -Understanding Tuples.mp4

42 MB

~Get Your Files Here !/3 - Data Structures in Python/3 -Working with Dictionaries.mp4

37 MB

~Get Your Files Here !/3 - Data Structures in Python/4 -Sets in Python.mp4

30 MB

~Get Your Files Here !/4 - Conditional Statements in Python/1 -Introduction to Conditional Statements.mp4

32 MB

~Get Your Files Here !/4 - Conditional Statements in Python/2 -Operators and Advanced Conditions.mp4

80 MB

~Get Your Files Here !/5 - Loops in Python/1 -For Loops in Python.mp4

77 MB

~Get Your Files Here !/5 - Loops in Python/2 -While Loops in Python.mp4

52 MB

~Get Your Files Here !/6 - Functions in Python/1 -Defining and Using Functions.mp4

71 MB

~Get Your Files Here !/6 - Functions in Python/2 -Understanding Recursion.mp4

53 MB

~Get Your Files Here !/6 - Functions in Python/3 -Lambda Functions in Python.mp4

50 MB

~Get Your Files Here !/7 - File Handling in Python/1 -Reading and Writing Files in Python.mp4

69 MB

~Get Your Files Here !/8 - Machine Learning Basic/1 -Introduction to Machine Learning.mp4

101 MB

~Get Your Files Here !/9 - Numpy Library/1 -Overview of NumPy and Its Core Concepts.mp4

61 MB

~Get Your Files Here !/9 - Numpy Library/2 -Indexing and Selecting Data in NumPy Arrays.mp4

34 MB

~Get Your Files Here !/9 - Numpy Library/3 -Understanding Array Data Types, Shapes, and Stacking.mp4

53 MB

~Get Your Files Here !/9 - Numpy Library/4 -Techniques for Creating Arrays in NumPy.mp4

43 MB

~Get Your Files Here !/9 - Numpy Library/5 -Performing Mathematical and Statistical Operations with Arrays.mp4

46 MB

~Get Your Files Here !/Bonus Resources.txt

70 B