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Data Science in Chemistry --> [ DevCourseWeb ]

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English

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2.05 GB

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3dd469360867fd33ecd9774d3b90b451f07d7e46

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13-01-2025 15:17

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File	Size
Get Bonus Downloads Here.url	182.00 B
~Get Your Files Here !/1 - Course Outline/1 -Course Overview.mp4	44.94 MB
~Get Your Files Here !/10 - Interactivity in Notebook/1 -06 ipywidgets-Basics.html	325.02 kB
~Get Your Files Here !/10 - Interactivity in Notebook/1 -06 ipywidgets-Basics.ipynb	26.50 kB
~Get Your Files Here !/10 - Interactivity in Notebook/1 -Getting Started with ipywidgets.mp4	163.10 MB
~Get Your Files Here !/10 - Interactivity in Notebook/2 -07 ipywidgets-usecases.html	302.02 kB
~Get Your Files Here !/10 - Interactivity in Notebook/2 -07 ipywidgets-usecases.ipynb	47.58 kB
~Get Your Files Here !/10 - Interactivity in Notebook/2 -ipywidgets Use Cases.mp4	92.66 MB
~Get Your Files Here !/10 - Interactivity in Notebook/3 - Assignment Visualize 3D structure from a local directory.html	583.00 B
~Get Your Files Here !/10 - Interactivity in Notebook/3 -assignment-solution.html	270.33 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/1 -08 Introduction to Cheminformatics with RDKit.html	960.43 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/1 -08 Introduction to Cheminformatics with RDKit.ipynb	1.71 MB
~Get Your Files Here !/11 - Cheminformatics @ Home/1 -Introduction to Cheminformatics with RDKit.mp4	224.02 MB
~Get Your Files Here !/11 - Cheminformatics @ Home/1 -pubchem_molecules.sdf	284.78 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/1 -warfarin_mol_h_3d.mol	3.35 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/1 -warfarin_xyz.xyz	1.58 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/2 -09 Molecular Descriptors.html	302.95 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/2 -09 Molecular Descriptors.ipynb	25.71 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/2 -Molecular Descriptors.mp4	74.85 MB
~Get Your Files Here !/11 - Cheminformatics @ Home/3 -10 Substructure Search using RDKit.html	1.41 MB
~Get Your Files Here !/11 - Cheminformatics @ Home/3 -10 Substructure Search using RDKit.ipynb	1.18 MB
~Get Your Files Here !/11 - Cheminformatics @ Home/3 -ee61_molecules.sdf	427.22 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/3 -Substructure Search and MCS.mp4	111.35 MB
~Get Your Files Here !/11 - Cheminformatics @ Home/4 -11 Data Analytics and Building a Dataset with RDKit PandasTools.html	2.36 MB
~Get Your Files Here !/11 - Cheminformatics @ Home/4 -11 Data Analytics and Building a Dataset with RDKit PandasTools.ipynb	2.31 MB
~Get Your Files Here !/11 - Cheminformatics @ Home/4 -Data Analytics and Building a Dataset with RDKit PandasTools.mp4	105.19 MB
~Get Your Files Here !/11 - Cheminformatics @ Home/4 -new_silico.sdf	818.96 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/4 -new_silico_dataset.xlsx	1.90 MB
~Get Your Files Here !/11 - Cheminformatics @ Home/4 -silico_dataset.csv	20.86 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/5 -12 Applying Reactions with RDKit.html	425.17 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/5 -12 Applying Reactions with RDKit.ipynb	150.57 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/5 -Applying Reactions with RDKit.mp4	47.04 MB
~Get Your Files Here !/11 - Cheminformatics @ Home/6 -13 Rendering 3D Structures with py3Dmol.html	846.97 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/6 -13 Rendering 3D Structures with py3Dmol.ipynb	577.26 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/6 -Rendering 3D Structures with py3Dmol.mp4	256.42 MB
~Get Your Files Here !/11 - Cheminformatics @ Home/7 - Task interactive py3Dmol.html	1.59 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/7 -interactive py3Dmol.html	283.23 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/7 -interactive py3Dmol.ipynb	6.42 kB
~Get Your Files Here !/11 - Cheminformatics @ Home/7 -new_silico_dataset.xlsx	1.90 MB
~Get Your Files Here !/12 - BONUS/1 - BONUS Lesson.html	1.96 kB
~Get Your Files Here !/2 - Data Science in Chemistry/1 -Data Science in Chemistry Lecture Slides.pdf	1.22 MB
~Get Your Files Here !/2 - Data Science in Chemistry/1 -Introduction to Data Science in Chemistry.mp4	57.67 MB
~Get Your Files Here !/3 - Molecular Models Types/1 -Molecular Models Types Lecture Slides.pdf	357.11 kB
~Get Your Files Here !/3 - Molecular Models Types/1 -Molecular Models Types.mp4	122.72 MB
~Get Your Files Here !/4 - Structure Representation and Line Notation in Chemistry/1 -CHEMSTUDIO DEMO.pdf	190.03 kB
~Get Your Files Here !/4 - Structure Representation and Line Notation in Chemistry/1 -Structure Representation and Line Notation.mp4	65.32 MB
~Get Your Files Here !/4 - Structure Representation and Line Notation in Chemistry/1 -Structure Representation and Line Notations Lecture Notes.pdf	782.83 kB
~Get Your Files Here !/4 - Structure Representation and Line Notation in Chemistry/2 - More Line Notations in Chemistry.html	1.04 kB
~Get Your Files Here !/5 - Chemical File Formats and Chemical File Conversion/1 -Chemical File Formats.mp4	61.16 MB
~Get Your Files Here !/5 - Chemical File Formats and Chemical File Conversion/1 -Chemical File Formats.pdf	606.40 kB
~Get Your Files Here !/5 - Chemical File Formats and Chemical File Conversion/2 - Where to get MolSDF.html	1.63 kB
~Get Your Files Here !/5 - Chemical File Formats and Chemical File Conversion/2 -Chemical File Conversion.mp4	59.85 MB
~Get Your Files Here !/5 - Chemical File Formats and Chemical File Conversion/OpenBabel-3.1.1-x64.exe	36.87 MB
~Get Your Files Here !/6 - Setting up Python Environment/1 -Setting up and Getting Started with Jupyter Notebooks.mp4	72.54 MB
~Get Your Files Here !/6 - Setting up Python Environment/2 -Jupyter Notebook Versions.mp4	36.68 MB
~Get Your Files Here !/7 - Compound Database PubChem with Python/1 -01_PubChemPy_Basics.html	336.69 kB
~Get Your Files Here !/7 - Compound Database PubChem with Python/1 -01_PubChemPy_Basics.ipynb	78.97 kB
~Get Your Files Here !/7 - Compound Database PubChem with Python/1 -Getting Started with PubChemPy.mp4	56.88 MB
~Get Your Files Here !/7 - Compound Database PubChem with Python/2 -02_PubChemPy_Automation.html	329.61 kB
~Get Your Files Here !/7 - Compound Database PubChem with Python/2 -02_PubChemPy_Automation.ipynb	85.77 kB
~Get Your Files Here !/7 - Compound Database PubChem with Python/2 -Automating Chemical Data Retrieval with PubChemPy.mp4	115.00 MB
~Get Your Files Here !/8 - Compound Database ChemSpider with Python/1 -03 ChemSpiPy-Basics-Advanced.html	360.67 kB
~Get Your Files Here !/8 - Compound Database ChemSpider with Python/1 -03 ChemSpiPy-Basics-Advanced.ipynb	99.39 kB
~Get Your Files Here !/8 - Compound Database ChemSpider with Python/1 -Accessing Chemical Data with ChemSpiPy.mp4	125.85 MB
~Get Your Files Here !/9 - Python Chemical Toolbox/1 -04 Openbabel-Pybel Basics-Automation.html	307.33 kB
~Get Your Files Here !/9 - Python Chemical Toolbox/1 -04 Openbabel-Pybel Basics-Automation.ipynb	25.03 kB
~Get Your Files Here !/9 - Python Chemical Toolbox/1 -Basics of Openbabel and Pybel.mp4	110.76 MB
~Get Your Files Here !/9 - Python Chemical Toolbox/2 -05 VIZ 3D_Str.html	328.37 kB
~Get Your Files Here !/9 - Python Chemical Toolbox/2 -05 VIZ 3D_Str.ipynb	70.81 kB
~Get Your Files Here !/9 - Python Chemical Toolbox/2 -Visualizing 3D Structures.mp4	35.11 MB
~Get Your Files Here !/Bonus Resources.txt	386.00 B

Description

[ DevCourseWeb.com ] Data Science in Chemistry

If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com

Published 12/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 5h 34m | Size: 2.04 GB

Start Out with Data Science in Chemistry and Cheminformatics: A Newcomer's Guide

What you'll learn
The use of Data Science in Chemistry
Structure Representation and SMILES
Convert between Chemical File Formats
Cheminformatics W/ RDKIT + py3Dmol
Molecules Databases
Data Scraping from Compound Databases using Python
Visualizing and Manipulating Molecular Structure using Python
Chemistry + Python
Building Datasets with RDKit

Requirements
Basic Python Understanding
Chemistry Basics

If You Need More Stuff, kindly Visit and Support Us -->> https://FreeCourseWeb.com

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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...