Curriculum
- 3 Sections
- 66 Lessons
- Lifetime
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- Orientation Section4
- PDSML Section37
- 2.2PDSML Day-1 👉 Environment Setup70 Minutes
- 2.3PDSML Day-2 👉 Lists in Python (Part-1)90 Minutes
- 2.4PDSML Day-3 👉 Lists in Python (Part-2)90 Minutes
- 2.5PDSML Day-4 👉 Flow Control in Python (Part-1)44 Minutes
- 2.6PDSML Day-5 👉 Flow Control in Python (Part-2)90 Minutes
- 2.7PDSML Day-6 👉 Flow Control in Python (Part-3)90 Minutes
- 2.8PDSML Day-7 👉 A Short Program: Guess the Number88 Minutes
- 2.9PDSML Day-8 👉 Functions in Python80 Minutes
- 2.10PDSML Quiz-1 👉 Python Basics10 Minutes22 Questions
- 2.11PDSML Day-9 👉 Data Preprocessing in Python (Part-1)85 Minutes
- 2.12PDSML Day-10 👉 Data Preprocessing in Python (Part-2)96 Minutes
- 2.13PDSML Day-11 👉 Data Preprocessing in Python (Part-3)90 Minutes
- 2.14PDSML Day-12 👉 Data Preprocessing in Python (Part-4)80 Minutes
- 2.15PDSML Quiz-2 👉 Data Preprocessing in Python10 Minutes10 Questions
- 2.16PDSML Day-13 👉 Simple Linear Regression in Python (Part-1)60 Minutes
- 2.17PDSML Day-14 👉 Simple Linear Regression in Python (Part-2)90 Minutes
- 2.18PDSML Day-15 👉 Simple Linear Regression in Python (Part-3)85 Minutes
- 2.19PDSML Day-16 👉 Multiple Linear Regression in Python (Part-1)
- 2.20PDSML Day-17 👉 Multiple Linear Regression in Python (Part-2)
- 2.21PDSML Day-18 👉 Multiple Linear Regression in Python (Part-3)94 Minutes
- 2.22PDSML Day-19 👉 Multiple Linear Regression in Python (Part-4)78 Minutes
- 2.23PDSML Day-20 👉 Multiple Linear Regression in Python (Part-5)60 Minutes
- 2.24PDSML Day-21 👉 Logistic Regression in Python (Part-1)64 Minutes
- 2.25PDSML Day-22 👉 Logistic Regression in Python (Part-2)73 Minutes
- 2.26PDSML Quiz-3 👉 Supervised Learnings in Python5 Minutes10 Questions
- 2.27PDSML Day-23 👉 K-Means Clustering in Python (Part-1)57 Minutes
- 2.28PDSML Day-24 👉 K-Means Clustering in Python (Part-2)79 Minutes
- 2.29PDSML Day-25 👉 K-Means Clustering in Python (Part-3)90 Minutes
- 2.30PDSML Day-26 👉 Principal Component Analysis – PCA (Part-1)82 Minutes
- 2.31PDSML Day-27 👉 Principal Component Analysis – PCA (Part-2)81 Minutes
- 2.32PDSML Day-28 👉 Principal Component Analysis – PCA (Part-3)90 Minutes
- 2.33PDSML Quiz-4 👉 Unsupervised Learnings in Python5 Minutes10 Questions
- 2.34PDSML Day-29 👉 Boxplot in Python Using Matplotlib76 Minutes
- 2.35PDSML Day-30 👉 Histogram and Bar Plot in Python Using Matplotlib77 Minutes
- 2.36PDSML Day-31 👉 Line Plot in Python Using Matplotlib75 Minutes
- 2.37PDSML Day-32 👉 Styling Plots for Publication with Matplotlib (Part-1)60 Minutes
- 2.38PDSML Day-33 👉 Styling Plots for Publication with Matplotlib (Part-2)84 Minutes
- RDSML Section32
- 3.2RDSML Day-1 👉 Environment Setup85 Minutes
- 3.3RDSML Day-2 👉 Data Preprocessing in R (Part-1)87 Minutes
- 3.4RDSML Day-3 👉 Data Preprocessing in R (Part-2)102 Minutes
- 3.5RDSML Day-4 👉 Data Preprocessing in R (Part-3)91 Minutes
- 3.6RDSML Quiz-1 👉 Data Preprocessing in R8 Minutes8 Questions
- 3.7RDSML Day-5 👉 Simple Linear Regression in R (Part-1)90 Minutes
- 3.8RDSML Day-6 👉 Simple Linear Regression in R (Part-2)90 Minutes
- 3.9RDSML Day-7 👉 Simple Linear Regression in R (Part-3)60 Minutes
- 3.10RDSML Day-8 👉 Multiple Linear Regression in R (Part-1)64 Minutes
- 3.11RDSML Day-9 👉 Multiple Linear Regression in R (Part-2)72 Minutes
- 3.12RDSML Day-10 👉 Multiple Linear Regression in R (Part-3)77 Minutes
- 3.13RDSML Day-11 👉 Decision Tree Regression in R (Part-1)77 Minutes
- 3.14RDSML Day-12 👉 Decision Tree Regression in R (Part-2)90 Minutes
- 3.15RDSML Day-13 👉 Decision Tree Regression in R (Part-3)88 Minutes
- 3.16RDSML Day-14 👉 Decision Tree Regression in R (Part-4)
- 3.17Codes for Random Forest Regression in R
- 3.18RDSML Quiz-2 👉 Regressions in R5 Minutes10 Questions
- 3.19RDSML Day-15 👉 Decision Tree Classification in R90 Minutes
- 3.20RDSML Day-16 👉 Random Forest Classification in R71 Minutes
- 3.21RDSML Day-17 👉 Classification for Polytomous Dependent Variable in R78 Minutes
- 3.22RDSML Day-18 👉 Naive Bayes in R (Part-1)52 Minutes
- 3.23RDSML Day-19 👉 Naive Bayes in R (Part-2)
- 3.24RDSML Quiz-3 👉 Classifications in R5 Minutes10 Questions
- 3.25RDSML Day-20 👉 Natural Language Processing (NLP) in R (Part-1)75 Minutes
- 3.26RDSML Day-21 👉 Natural Language Processing (NLP) in R (Part-2)69 Minutes
- 3.27RDSML Day-22 👉 Natural Language Processing (NLP) in R (Part-3)82 Minutes
- 3.28RDSML Day-23 👉 Natural Language Processing (NLP) in R (Part-4)90 Minutes
- 3.29RDSML Day-24 👉 Principal Component Analysis – PCA (Part-1)46 Minutes
- 3.30RDSML Day-25 👉 Principal Component Analysis (PCA) in R (Part-2)46 Minutes
- 3.31RDSML Day-26 👉 Principal Component Analysis (PCA) in R (Part-3)51 Minutes
- 3.32RDSML Day-27 👉 Principal Component Analysis (PCA) in R (Part-4)57 Minutes
- 3.33RDSML Day-28 👉 Principal Component Analysis (PCA) in R (Part-5)50 Minutes