Udemy - Data Science And Machine Learning Basic To Advanced

• Udemy - Data Science And Machine Learning Basic To Advanced
• ~Get Your Files Here !/1 - Welcome and Course Overview/1 - Welcome-to-the-Course.pptx 287.4 KB
• ~Get Your Files Here !/1 - Welcome and Course Overview/1 - Welcome.mp4 21 MB
• ~Get Your Files Here !/1 - Welcome and Course Overview/2 - Course Overview.mp4 32.4 MB
• ~Get Your Files Here !/1 - Welcome and Course Overview/2 - Course-Overview.pptx 291.9 KB
• ~Get Your Files Here !/2 - Numpy/3 - Numpy Introduction and Installation.mp4 33.7 MB
• ~Get Your Files Here !/2 - Numpy/4 - Creating Arrays in Numpy.mp4 49.5 MB
• ~Get Your Files Here !/2 - Numpy/4 - Creating-Arrays-Numpy.ipynb 4.5 KB
• ~Get Your Files Here !/2 - Numpy/5 - Array Shape and Reshape.mp4 47.1 MB
• ~Get Your Files Here !/2 - Numpy/5 - Shape-and-Reshape.ipynb 5.2 KB
• ~Get Your Files Here !/2 - Numpy/6 - Array Indexing.mp4 33.5 MB
• ~Get Your Files Here !/2 - Numpy/6 - Array-Indexing.ipynb 4 KB
• ~Get Your Files Here !/2 - Numpy/7 - Array Iterating.mp4 24.1 MB
• ~Get Your Files Here !/2 - Numpy/7 - Array-Iterating-Practical.ipynb 2.1 KB
• ~Get Your Files Here !/2 - Numpy/8 - Array Slicing.mp4 40 MB
• ~Get Your Files Here !/2 - Numpy/8 - Array-Slicing.ipynb 4.3 KB
• ~Get Your Files Here !/2 - Numpy/9 - Searching and Sorting.mp4 30.6 MB
• ~Get Your Files Here !/2 - Numpy/9 - Searching-and-Sorting-numpy-array-prac.ipynb 3.9 KB
• ~Get Your Files Here !/3 - Pandas/10 - Pandas Introduction and Installation.mp4 24.8 MB
• ~Get Your Files Here !/3 - Pandas/11 - Pandas Series.mp4 17 MB
• ~Get Your Files Here !/3 - Pandas/11 - Pandas-Series.ipynb 1.5 KB
• ~Get Your Files Here !/3 - Pandas/12 - Pandas DataFrame.mp4 25.2 MB
• ~Get Your Files Here !/3 - Pandas/12 - Pandas-DataFrame-Practical.ipynb 3.2 KB
• ~Get Your Files Here !/3 - Pandas/13 - Pandas ReadCSV.mp4 17.9 MB
• ~Get Your Files Here !/3 - Pandas/13 - Read-CSV.ipynb 17.3 KB
• ~Get Your Files Here !/3 - Pandas/14 - Analyzing-DataFrames.ipynb 60.1 KB
• ~Get Your Files Here !/3 - Pandas/14 - Pandas Analyzing DataFrames.mp4 46 MB
• ~Get Your Files Here !/4 - Data Visualization/15 - Matplotlib Introduction.mp4 27.3 MB
• ~Get Your Files Here !/4 - Data Visualization/15 - Matplotlib-Intro-and-Getting-started.ipynb 15.1 KB
• ~Get Your Files Here !/4 - Data Visualization/16 - Different types of plots in Matplotlib.mp4 43.7 MB
• ~Get Your Files Here !/4 - Data Visualization/16 - Different-types-of-plots-in-Matplotlib.ipynb 29.3 KB
• ~Get Your Files Here !/4 - Data Visualization/17 - Seaborn.mp4 60.3 MB
• ~Get Your Files Here !/5 - Data Preparation/18 - Handling Missing Values.mp4 62 MB
• ~Get Your Files Here !/5 - Data Preparation/18 - Handling-Missing-Values-1.pptx 620.9 KB
• ~Get Your Files Here !/5 - Data Preparation/18 - Missing-Values.ipynb 14.9 KB
• ~Get Your Files Here !/5 - Data Preparation/19 - Feature Encoding.mp4 64.4 MB
• ~Get Your Files Here !/5 - Data Preparation/19 - Feature-Encoding.ipynb 36.8 KB
• ~Get Your Files Here !/5 - Data Preparation/19 - Feature-Encoding.pptx 492.3 KB
• ~Get Your Files Here !/5 - Data Preparation/20 - Feature Scaling.mp4 54.1 MB
• ~Get Your Files Here !/5 - Data Preparation/20 - Feature-Scaling.ipynb 117.3 KB
• ~Get Your Files Here !/6 - Machine Learning/21 - Machine Learning Introduction.mp4 35.2 MB
• ~Get Your Files Here !/6 - Machine Learning/22 - Supervised Machine Learning.mp4 26.3 MB
• ~Get Your Files Here !/6 - Machine Learning/23 - Unsupervised Machine Learning.mp4 21.6 MB
• ~Get Your Files Here !/6 - Machine Learning/24 - Train Test Split.mp4 13.9 MB
• ~Get Your Files Here !/6 - Machine Learning/25 - Regression Analysis.mp4 53.5 MB
• ~Get Your Files Here !/6 - Machine Learning/26 - Linear Regression.mp4 49.6 MB
• ~Get Your Files Here !/6 - Machine Learning/26 - Linear-Regression.ipynb 22 KB
• ~Get Your Files Here !/6 - Machine Learning/26 - Linear-Regression.pptx 360.1 KB
• ~Get Your Files Here !/6 - Machine Learning/26 - Salary-Data.csv 454 B
• ~Get Your Files Here !/6 - Machine Learning/27 - Logistic Regression.mp4 71.5 MB
• ~Get Your Files Here !/6 - Machine Learning/27 - Logistic-Regression-Practical.ipynb 25.3 KB
• ~Get Your Files Here !/6 - Machine Learning/27 - Logistic-Regression.pptx 405.2 KB
• ~Get Your Files Here !/6 - Machine Learning/28 - K-Nearest-Neighbors-KNN.pptx 519.8 KB
• ~Get Your Files Here !/6 - Machine Learning/28 - KNN-Practical.ipynb 60.8 KB
• ~Get Your Files Here !/6 - Machine Learning/28 - KNN.mp4 75.3 MB
• ~Get Your Files Here !/6 - Machine Learning/28 - User-Data.csv 10.7 KB
• ~Get Your Files Here !/6 - Machine Learning/29 - Support-Vector-Machine-SVM.pptx 554.8 KB
• ~Get Your Files Here !/6 - Machine Learning/29 - SVM-Practical.ipynb 8.7 KB
• ~Get Your Files Here !/6 - Machine Learning/29 - SVM.mp4 60.9 MB
• ~Get Your Files Here !/6 - Machine Learning/29 - User-Data.csv 10.7 KB
• ~Get Your Files Here !/6 - Machine Learning/30 - Decision Tree.mp4 70.8 MB
• ~Get Your Files Here !/6 - Machine Learning/30 - Decision-Tree-Algorithm.pptx 463.4 KB
• ~Get Your Files Here !/6 - Machine Learning/30 - Decision-Tree-Practical.ipynb 6.4 KB
• ~Get Your Files Here !/6 - Machine Learning/30 - User-Data.csv 10.7 KB
• ~Get Your Files Here !/6 - Machine Learning/31 - Random Forest.mp4 46.4 MB
• ~Get Your Files Here !/6 - Machine Learning/31 - Random-Forest-Algorithm.pptx 400.8 KB
• ~Get Your Files Here !/6 - Machine Learning/31 - Random-Forest-Practical.ipynb 6.7 KB
• ~Get Your Files Here !/6 - Machine Learning/31 - User-Data.csv 10.7 KB
• ~Get Your Files Here !/6 - Machine Learning/32 - K Means Clustering.mp4 63.1 MB
• ~Get Your Files Here !/6 - Machine Learning/32 - K-Means-Clustering-Algorithm.pptx 588.5 KB
• ~Get Your Files Here !/6 - Machine Learning/32 - K-Means-Practical.ipynb 60.7 KB
• ~Get Your Files Here !/6 - Machine Learning/32 - Mall-Customers.csv 4.7 KB
• ~Get Your Files Here !/6 - Machine Learning/33 - GridSearch CV.mp4 70.4 MB
• ~Get Your Files Here !/6 - Machine Learning/33 - GridSearch-CV.ipynb 5.6 KB
• ~Get Your Files Here !/6 - Machine Learning/33 - GridSearchCV.pptx 487.2 KB
• ~Get Your Files Here !/7 - Machine Learning Pipeline/34 - Machine Learning Pipeline.mp4 54.3 MB
• ~Get Your Files Here !/7 - Machine Learning Pipeline/34 - Machine-learning-Pipeline.pptx 415.5 KB
• ~Get Your Files Here !/7 - Machine Learning Pipeline/34 - ML-Pipeline.ipynb 10.5 KB
• ~Get Your Files Here !/8 - Projects/35 - Diabetes Prediction.mp4 75.5 MB
• ~Get Your Files Here !/8 - Projects/35 - Diabetes-Prediction-Project.ipynb 27.6 KB
• ~Get Your Files Here !/8 - Projects/35 - diabetes.csv 23.3 KB
• ~Get Your Files Here !/8 - Projects/36 - Insurance Cost Prediction.mp4 79.8 MB
• ~Get Your Files Here !/8 - Projects/36 - insurance.csv 54.3 KB
• ~Get Your Files Here !/8 - Projects/36 - Medical-Insurance-Cost-Prediction.ipynb 79.9 KB
• ~Get Your Files Here !/Bonus Resources.txt 386 B

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