Basics of ML & AL Week 2 Challenge

                                                         Project 2 - Supply and Demand Gap Analysis         Aim: To delve into the automotive industry's sales…

                                                          Project 1 - COVID-19 Vaccinations Trend Analysis   Aim:  The primary objective of this analysis is to analyze…

                                                                               Project 2     i) Features…

                                                                                           …

                                                                                  Project 2   To identify…

                                                                                Project 1   Machine learning has given…

                                                                           Project 2.       Implement Clustering…

1.Data cleaning on Automobile 1985 dataset and perform descriptive analytics.   Imported the Automobile 1985 dataset  into the Jupitor notebook           As we can see that there are missing values present and also the columns are not labelled.        …

                                                           Unsupervised Learning - Kmeans Week 11 Challenge      How does similarity is calculated if data…

                                                 Supervised Learning - Classification Week 9 Challenge        1.What is a Neural Network? Neural networks, also known as artificial…

       1. Apply knn to the “Surface defects in stainless steel plates” and identify the differences.          K-nearest neighbors (KNN) algorithm is a type of supervised ML algorithm which can be used for both classification as well as regression predictive problems.…

                                                             Supervised Learning - Classification Week 7 Challenge    1. Pros and cons of SVM. Advantages…

                                                                             Prediction Week 3 Challenge     Perform…

                                                                           Basics of ML & AL Week 2 Challenge     1)Calculate…

       Basics of Probability and Statistics Week 1 Challenge   1.   Why there is a difference in the formula of variance for population and sample.           Population variance: ∑(xi-u)^2/n           Sample variance: ∑(xi-u)^2/(n-1)…

Downloaded both file from the attachment opened the file in jupyter notebook. please find the attachment below

 1. Explain the data. Check It is supervised or Unsupervised. Demonstrate?    Data  are measurement or observation that are collected as a source of information, here the give data is about the insurance.    Supervised learning:  Algorithms are trained using labeled data.  …

    Learning Outcome:   Learned how to clean the data. Learned how to create a connection between SQL and Python. Learned how to create a connection between SQL andExecel. Learned how to combine the different table to get the desired output.     5. Import first 1500 rows of tables (College_A_HS,…

    Learing outcomes from project 1: Learned how to  create a database and import the csv file to  add the dataset to database. Learned how to see the structure of the table by using DESC command. Learned about  Limit function to limit the display of data. Learned about  offset function to display the data from other than…

Please find the attchment.

Please find the two attachements below

      AIM:  To convert the given SI unit values of measurement  and also prepare the table for consistancy units as per given.       Converting ( Kg ,M ,S) to ( g, mm, ms)     MASS 1kg                     …

  OBJECTIVE: To perform  Side pole crash simulation with the given car model and also plot the result from the output request.   PROCEDURE: 1. To import the given model to the radioss GUI.      Import> selecting file type as radioss>0000.rad>import. The file is imported.  …

  OBJECTIVE: To perform  frontal crash simulation with the given car model and also plot the result from the output request.    PROCEDURE: 1. To import the given model to the radioss GUI.        Import> selecting file type as radioss>0000.rad>import. The file is imported.…

  OBJECTIVE:  To mesh the bumper component and deploy suitable connectors, also to run the simulations and plot the graphs for different cases. PROCEDURE:     Step1: To import the give file to the GUI.          Import> browse the Hm file> Import. The file…

  OBJECTIVE: Aim to run the analysis for different  materials , plot the graph and compare the results.   CASE1: To run the given model in the name of law2_epsmax_failure without  making any changes.   To import the given file into the GUI.             …

  OBEJECTIVE:  To Run the analysis of the given model with the default property and recomended property parametres, and plot graphs and compare the result bor both the cases. PROCEDURE:  Step1:  Importing the give file to the GUI         File>Import> Selecting…

   1. Check the material properties of the rail component and calculate the speed of sound in steel rail.       Import the given Radioss file  into the GUI, File>import solver deck> Select file type> Import                   Now to check for the material property of the given component, to calculate the speed of the sound…

   AIM:  To Generate the midsurface  for the given  component and mesh the component  with given quality critera and mesh parameters.      PROCEDURE:      Step1: To import the given component into the gui      File Menu>import>Model>Select…

  AIM :  To extract the midsurface for the given component and to mesh it with given quality criteria and mesh parameter.   PROCEDURE:  Step1: To Import the given model to the GUI or sover deck.       Import file>selecting file type>Import.   Step2:   Now…

  AIM: To  extract the mid surface of the given component and to mesh  the component with given quailty critera and mesh parameter.   PROCEDURE:     Step 1:  To import the given model into the GUI.       Import solver deck> model> file type>import.…

  OBJECTIVE:  To mesh the components with given quality and mesh parameters and deploy the connections as given.    PROCEDURE:       Step1: To Import the model into the GUI.              Import>Selet the file Type as the optistruct.…

                                                        Model1: OBJECTIVE: To Create a Teramesh from 2d tria mesh to 3d tetramesh for Housing component with the given quality…

  OBECJTIVE:  To Generate the Mid surface and mesh given component with the given quality criteria and mesh parameter.   PROCEDURE:   Step1: To import the given model                File>Open>Model>Select the Hm file.        …

       OBJECTIVE:  To Mesh the Given component with the Size of 5 Units. And also create 1D elements on the following                                       component with given cross-section and…

  AIM:    To mesh the given model with mixed elements whose thickness is less than 5mm and using Tria element to mesh whose thickness is                       greater than 5mm.   PROCEDURE:         Step1:  To…

  AIM:  To mesh the given model as per the mesh parameter and quality criteria.    PROCEDURE:    Step1: Import the give model in ansa format.                      Step2:  Fixing the Geometrical issues. Runing the Check …

     AIM:  To practice all the Morphing techniques that were shown in the video for Model-1. To perform morphing for the Model-2 and Increase the Height of the Dog houses and Ribs.       Procedure:                Case 1: To practice…

           AIM: To create a connection for the given rear door FE-model.              Procedure:    Step 1: Import the model to ansa assign PID for different part in order to deploy connection.              …

Intake Mainfold 

AIM:   To perfom the geometry clean up and solid meshing to the given rear view mirror.   PROCEDURE:   Step1: To Import the rear view mirror model into the Ansa .   Step2:  Performing topo and the changing the orientation of the model after importing the model    …

Meshed the given model

Aim: To create  the Mid-surface  and generate the mesh flow for the given model. Procedure:         Step 1: Imported a cad model and made sure it is in readable format( STEP / IGES / STL)                           …

Aim:   To generate a mid-surface and to create a mesh for the given hood model.  Procedure:          step 1: Imported a cad model and made sure it is in readable format( STEP / IGES / STL)          step 2: Performed geomtry clean up for individual part id and made sure that all the errors are removed.         step 3: Performed…