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Cognitive_challengers (Challenge 1)

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by mvneema10 dot icon Updated: Nov 1, 2021

Solution Kit Solution Kit  

Libraries:

These are the basic libraries that are used to build the entire project.

pandasby pandas-dev

Python doticonstar image 38499 doticonVersion:v2.0.2doticon
License: Permissive (BSD-3-Clause)

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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            pandasby pandas-dev

            Python doticon star image 38499 doticonVersion:v2.0.2doticon License: Permissive (BSD-3-Clause)

            Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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                      numpyby numpy

                      Python doticonstar image 23587 doticonVersion:v1.24.3doticon
                      License: Permissive (BSD-3-Clause)

                      The fundamental package for scientific computing with Python.

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                                numpyby numpy

                                Python doticon star image 23587 doticonVersion:v1.24.3doticon License: Permissive (BSD-3-Clause)

                                The fundamental package for scientific computing with Python.
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                                          Data Visualization:

                                          The project uses the Seaborn package to develop key insights as well as analyses.

                                          seabornby mwaskom

                                          Python doticonstar image 10737 doticonVersion:v0.12.2doticon
                                          License: Permissive (BSD-3-Clause)

                                          Statistical data visualization in Python

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                                                    seabornby mwaskom

                                                    Python doticon star image 10737 doticonVersion:v0.12.2doticon License: Permissive (BSD-3-Clause)

                                                    Statistical data visualization in Python
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                                                              Model Building:

                                                              The project uses Logistic Regression to develop the model for predicting Success Factors for the list of inputs. The model predicts based on the inputs provided by the user that the student will succeed or fail in the course module.

                                                              LogisticRegressionby raj_pandi

                                                              Python doticonstar image 0 doticonVersion:Currentdoticon
                                                              no licences License: No License (null)

                                                              Logistic Regression is a Machine Learning classification algorithm that is used to predict the probability of a categorical dependent variable. In logistic regression, the dependent variable is a binary variable that contains data coded as 1 or 0

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                                                                        LogisticRegressionby raj_pandi

                                                                        Python doticon star image 0 doticonVersion:Currentdoticonno licences License: No License

                                                                        Logistic Regression is a Machine Learning classification algorithm that is used to predict the probability of a categorical dependent variable. In logistic regression, the dependent variable is a binary variable that contains data coded as 1 or 0
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                                                                                  Front End Application:

                                                                                  The project uses Flask, HTML, CSS for the Front End UI application.

                                                                                  flaskby pallets

                                                                                  Python doticonstar image 63073 doticonVersion:2.2.5doticon
                                                                                  License: Permissive (BSD-3-Clause)

                                                                                  The Python micro framework for building web applications.

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                                                                                            flaskby pallets

                                                                                            Python doticon star image 63073 doticonVersion:2.2.5doticon License: Permissive (BSD-3-Clause)

                                                                                            The Python micro framework for building web applications.
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                                                                                                      HTMLby Ye-Yint-Naing

                                                                                                      HTML doticonstar image 3 doticonVersion:Currentdoticon
                                                                                                      no licences License: No License (null)

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                                                                                                                HTMLby Ye-Yint-Naing

                                                                                                                HTML doticon star image 3 doticonVersion:Currentdoticonno licences License: No License

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                                                                                                                          CSSby Hachero

                                                                                                                          CSS doticonstar image 2 doticonVersion:Currentdoticon
                                                                                                                          License: Permissive (Unlicense)

                                                                                                                          My resets and preferences

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                                                                                                                                    CSSby Hachero

                                                                                                                                    CSS doticon star image 2 doticonVersion:Currentdoticon License: Permissive (Unlicense)

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