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~Get Your Files Here !/1. Introduction/1. Course Introduction and Key Learning Outcomes.mp4
9.27MB
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~Get Your Files Here !/1. Introduction/1.1 Introduction and key learning outcomes.pptx
372.57KB
~Get Your Files Here !/1. Introduction/2. ChatGPT Introduction.mp4
26.37MB
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~Get Your Files Here !/1. Introduction/3. ChatGPT Practical.mp4
17.96MB
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~Get Your Files Here !/2. Python/1. Data Types and Variables.mp4
38.23MB
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~Get Your Files Here !/2. Python/2. User Input.mp4
12.49MB
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~Get Your Files Here !/2. Python/3. Lists.mp4
36.43MB
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~Get Your Files Here !/2. Python/4. Conditional Statements.mp4
19.71MB
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~Get Your Files Here !/2. Python/5. Loops.mp4
27.77MB
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~Get Your Files Here !/3. Numpy/1. Introduction and Installation.mp4
35.96MB
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~Get Your Files Here !/3. Numpy/1.1 Numpy Introduction and Installation.ipynb
1.65KB
~Get Your Files Here !/3. Numpy/2. Create a Numpy Array.mp4
52.99MB
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~Get Your Files Here !/3. Numpy/2.1 Creating Arrays Numpy.ipynb
4.49KB
~Get Your Files Here !/3. Numpy/3. Shape and Reshape.mp4
50.07MB
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~Get Your Files Here !/3. Numpy/4. Indexing.mp4
35.81MB
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~Get Your Files Here !/3. Numpy/4.1 Array Indexing.ipynb
3.96KB
~Get Your Files Here !/3. Numpy/5. Iterating.mp4
25.8MB
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~Get Your Files Here !/3. Numpy/5.1 Array Iterating Practical.ipynb
2.11KB
~Get Your Files Here !/3. Numpy/6. Slicing.mp4
43.16MB
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~Get Your Files Here !/3. Numpy/6.1 Array Slicing.ipynb
4.26KB
~Get Your Files Here !/3. Numpy/7. Searching and Sorting.mp4
32.65MB
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~Get Your Files Here !/3. Numpy/7.1 Searching and Sorting numpy array prac.ipynb
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~Get Your Files Here !/4. Pandas/1. Pandas Introduction and Installation.mp4
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~Get Your Files Here !/4. Pandas/1.1 Pandas Intro and Installation.ipynb
1.97KB
~Get Your Files Here !/4. Pandas/2. Series.mp4
17.97MB
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~Get Your Files Here !/4. Pandas/2.1 Pandas Series.ipynb
1.54KB
~Get Your Files Here !/4. Pandas/3. DataFrame.mp4
26.53MB
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3.19KB
~Get Your Files Here !/4. Pandas/4. Read_CSV.mp4
18.71MB
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47.24KB
~Get Your Files Here !/4. Pandas/4.2 Read CSV.ipynb
17.25KB
~Get Your Files Here !/4. Pandas/5. Analyze Pandas DataFrames.mp4
48.42MB
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~Get Your Files Here !/4. Pandas/5.1 airport.csv
47.24KB
~Get Your Files Here !/4. Pandas/5.2 Analyzing DataFrames.ipynb
60.11KB
~Get Your Files Here !/5. Data Visualization/1. Introduction to Matplotlib.mp4
29.5MB
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~Get Your Files Here !/5. Data Visualization/1.1 Matplotlib Intro and Getting started.ipynb
15.15KB
~Get Your Files Here !/5. Data Visualization/2. Type of Plots in Matplotlib.mp4
47.18MB
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~Get Your Files Here !/5. Data Visualization/2.1 Different types of plots in Matplotlib.ipynb
29.33KB
~Get Your Files Here !/5. Data Visualization/3. Seaborn.mp4
63.92MB
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~Get Your Files Here !/5. Data Visualization/3.1 Seaborn.ipynb
67.72KB
~Get Your Files Here !/6. Data Preprocessing/1. Handling Missing Values.mp4
64.54MB
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~Get Your Files Here !/6. Data Preprocessing/1.1 Handling Missing Values (1).pptx
620.89KB
~Get Your Files Here !/6. Data Preprocessing/1.2 Missing Values.ipynb
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~Get Your Files Here !/6. Data Preprocessing/1.3 Placement_Data_Full_Class.csv
19.25KB
~Get Your Files Here !/6. Data Preprocessing/2. Feature Encoding.mp4
67.7MB
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~Get Your Files Here !/6. Data Preprocessing/2.1 airport.csv
47.24KB
~Get Your Files Here !/6. Data Preprocessing/2.2 Feature Encoding.ipynb
36.83KB
~Get Your Files Here !/6. Data Preprocessing/2.3 Feature Encoding.pptx
492.31KB
~Get Your Files Here !/6. Data Preprocessing/2.4 Iris.csv
4.99KB
~Get Your Files Here !/6. Data Preprocessing/3. Feature Scaling.mp4
56.89MB
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~Get Your Files Here !/6. Data Preprocessing/3.1 Feature Scaling.ipynb
117.33KB
~Get Your Files Here !/7. Machine Learning/1. Introduction to Machine Learning.mp4
36.68MB
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~Get Your Files Here !/7. Machine Learning/1.1 Machine Learning Introduction.pptx
506.69KB
~Get Your Files Here !/7. Machine Learning/10. Decision Tree.mp4
73.76MB
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~Get Your Files Here !/7. Machine Learning/10.1 Decision Tree Algorithm.pptx
463.37KB
~Get Your Files Here !/7. Machine Learning/10.2 Decision Tree Practical.ipynb
6.37KB
~Get Your Files Here !/7. Machine Learning/10.3 User_Data.csv
10.67KB
~Get Your Files Here !/7. Machine Learning/11. Random Forest.mp4
48.35MB
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~Get Your Files Here !/7. Machine Learning/11.1 Random Forest Algorithm.pptx
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~Get Your Files Here !/7. Machine Learning/11.2 Random Forest Practical.ipynb
6.66KB
~Get Your Files Here !/7. Machine Learning/11.3 User_Data.csv
10.67KB
~Get Your Files Here !/7. Machine Learning/12. K Means Clustering.mp4
66.02MB
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~Get Your Files Here !/7. Machine Learning/12.1 K Means Practical.ipynb
60.72KB
~Get Your Files Here !/7. Machine Learning/12.2 K-Means Clustering Algorithm.pptx
588.47KB
~Get Your Files Here !/7. Machine Learning/12.3 Mall_Customers.csv
4.67KB
~Get Your Files Here !/7. Machine Learning/13. Grid Search CV.mp4
74.03MB
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~Get Your Files Here !/7. Machine Learning/13.1 GridSearch CV.ipynb
5.58KB
~Get Your Files Here !/7. Machine Learning/13.2 GridSearchCV.pptx
487.17KB
~Get Your Files Here !/7. Machine Learning/14. Machine Learning Pipeline.mp4
56.82MB
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~Get Your Files Here !/7. Machine Learning/14.1 Machine learning Pipeline.pptx
415.53KB
~Get Your Files Here !/7. Machine Learning/14.2 ML Pipeline.ipynb
10.54KB
~Get Your Files Here !/7. Machine Learning/2. Supervised Machine Learning.mp4
27.4MB
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~Get Your Files Here !/7. Machine Learning/2.1 Supervised Machine Learning.pptx
364.86KB
~Get Your Files Here !/7. Machine Learning/3. Unsupervised Machine Learning.mp4
22.54MB
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~Get Your Files Here !/7. Machine Learning/4. Train Test Split.mp4
14.59MB
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~Get Your Files Here !/7. Machine Learning/5. Regression Analysis.mp4
55.43MB
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~Get Your Files Here !/7. Machine Learning/5.1 Regression Analysis.pptx
541.02KB
~Get Your Files Here !/7. Machine Learning/6. Linear Regression.mp4
52.24MB
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~Get Your Files Here !/7. Machine Learning/6.1 Linear Regression.ipynb
22.04KB
~Get Your Files Here !/7. Machine Learning/6.2 Linear Regression.pptx
360.12KB
~Get Your Files Here !/7. Machine Learning/6.3 Salary_Data.csv
454B
~Get Your Files Here !/7. Machine Learning/7. Logistic Regression.mp4
74.71MB
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~Get Your Files Here !/7. Machine Learning/7.1 Logistic Regression Practical.ipynb
25.33KB
~Get Your Files Here !/7. Machine Learning/7.2 Logistic Regression.pptx
405.18KB
~Get Your Files Here !/7. Machine Learning/7.3 User_Data.csv
10.67KB
~Get Your Files Here !/7. Machine Learning/8. KNN.mp4
79.02MB
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~Get Your Files Here !/7. Machine Learning/8.1 K Nearest Neighbors(KNN).pptx
519.8KB
~Get Your Files Here !/7. Machine Learning/8.2 KNN Practical.ipynb
60.8KB
~Get Your Files Here !/7. Machine Learning/8.3 User_Data.csv
10.67KB
~Get Your Files Here !/7. Machine Learning/9. SVM.mp4
63.77MB
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~Get Your Files Here !/7. Machine Learning/9.1 Support Vector Machine (SVM).pptx
554.79KB
~Get Your Files Here !/7. Machine Learning/9.2 SVM Practical.ipynb
8.68KB
~Get Your Files Here !/7. Machine Learning/9.3 User_Data.csv
10.67KB
~Get Your Files Here !/8. Projects/1. Car Price Prediction.mp4
142.94MB
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~Get Your Files Here !/8. Projects/1.1 car data.csv
16.81KB
~Get Your Files Here !/8. Projects/1.2 Car Price Prediction.ipynb
41.92KB
~Get Your Files Here !/8. Projects/1.3 Car Price Prediction.pptx
456.16KB
~Get Your Files Here !/8. Projects/2. Customer Segmentation.mp4
119.9MB
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~Get Your Files Here !/8. Projects/2.1 Customer Segmentation using K-means Clustering.pptx
521.41KB
~Get Your Files Here !/8. Projects/2.2 Customer Segmentation.ipynb
60.3KB
~Get Your Files Here !/8. Projects/2.3 Mall_Customers.csv
3.89KB
~Get Your Files Here !/8. Projects/3. Wine Quality Prediction.mp4
95.46MB
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~Get Your Files Here !/8. Projects/3.1 Wine Quality Prediction.ipynb
90.3KB
~Get Your Files Here !/8. Projects/3.2 Wine Quality Prediction.pptx
480.46KB
~Get Your Files Here !/8. Projects/3.3 winequality-red.csv
98.58KB
~Get Your Files Here !/Bonus Resources.txt
386B
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