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IBM Data Analyst Capstone Project
IBM via Coursera Help
- Data Collection
- Data Collection is the first step in solving any analysis problem and can be collected in many formats and from many sources. In the first module of the Capstone, we will collect data by scraping the internet and using web APIs.
- Data Wrangling
- In this module, you will be focusing on the cleaning of your dataset with various techniques. With these techniques you will be identifying duplicate rows, finding missing values, and normalizing the data.
- Exploratory Data Analysis
- In this module, begin working with the cleaned dataset from the previous module. You will now begin to analyze the dataset to find the distribution of data, presence of outliers and the correlation between different columns.
- Data Visualization
- In module 4 of the Capstone, you will be required to create visualizations using the developer survey data. The visualizations you create should highlight the distribution of data, relationships between data, the composition of data, and comparison of data.
- Building A Dashboard
- In this module, you will create a dashboard using IBM Cognos Analytics or Google Looker Studio. This platform will give you the ability to create various charts while assembling a dashboard that is appealing and easy to understand. Your dashboard will contain your data analysis, which should be intuitive and allow for the drill-down of data.
- Final Assignment: Present Your Findings
- You have analyzed the data in the previous modules, and now it is time to demonstrate your storytelling skills. In this module, you will create a compelling story that helps to clarify your analysis in an easy-to-understand presentation.
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It will be applied various Data Analytics skills and techniques that wehave learned in the IBM Data Analyst Professional Certificate. It will be assumed the role of an Associate Data Analyst and be presented with a business challenge that requires data analysis to be performed on real-world datasets.
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Ibm-data-analyst-capstone-project.
In this project we will assume that we have recently been hired as a Data Analyst by a global IT and business consulting services firm that is known for their expertise in IT solutions and their team of highly experienced IT consultants. In order to keep pace with changing technologies and remain competitive, our organization regularly analyzes data to help identify future skill requirements.
As a Data Analyst, we will be assisting with this initiative and have been tasked with collecting data from various sources and identifying trends for this year's report on emerging skills.
Our first task is to collect the top programming skills that are most in demand from various sources including: Job postings / Training portals / Surveys
Once we have collected enough data, we will begin analyzing the data and identify insights and trends.
Each step of the data analysis process is shown in different notebook of this repository and some aditional files needed for their understanding.
- Jupyter Notebook 100.0%
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IBM Data Analyst Capstone Project In this course you will apply various Data Analytics skills and techniques that you have learned as part of the previous courses in the IBM Data Analyst Professional Certificate.
By completing this final capstone project you will apply various Data Analytics skills and techniques that you have learned as part of the previous courses in the IBM Data Analyst Professional Certificate. You will assume the role of an Associate Data Analyst who has recently joined the organization and be presented with a business challenge ...
This is my capstone project from the IBM Data Analyst course. In each analytics process, the data is stored in the Jupyter notebooks that are uploaded. Week 1 in the project is data collection; 2 i...
Contribute to rauljrz/IBM-Data-Analyst-Capstone-Project development by creating an account on GitHub.
This badge earner has demonstrated an application of Data Analytics skills and techniques using a hands-on project involving a real-world dataset. The individual has gathered the required datasets, cleaned and wrangled data, performed data mining and analysis, created charts and visualizations, built interactive dashboards, and presented the results using a PowerPoint presentation.
By completing this final capstone project you will apply various Data Analytics skills and techniques that you have learned as part of the previous courses in the IBM Data Analyst Professional Certificate. You will assume the role of an Associate Data Analyst who has recently joined the organization and be presented with a business challenge that requires data analysis to be performed on real ...
At the end of the program, you complete a real-world capstone project specifically designed to showcase your newly learned data analyst skills.
This credential earner knows how to use data science and machine learning skills to solve real business problems. They can use data science methodologies to define and formulate a real-world business problem, use data analysis tools to ingest a dataset, clean it and wrangle it, use data visualization skills to visualize the data and extract ...
This credential earner has demonstrated a foundational knowledge of data engineering. The earner has implemented various concepts in the data engineering lifecycle and gained a working knowledge of Python, Relational Databases, NoSQL Data Stores, Big Data Engines, Data Warehouses, and Data Pipelines. The earner has demonstrated the skills required for an entry-level data engineering role.
Final Capstone Project for IBM Data Science Professional Certification Readme Activity 0 stars 1 watching 5 forks Report repository
By completing this final capstone project you will apply various Data Analytics skills and techniques that you have learned as part of the previous courses in the IBM Data Analyst Professional Certificate.
Show your mastery of full stack application development by completing this capstone project! In this course, you will apply your knowledge and skills to a real-life inspired challenge and use your expertise to develop a successful solution. The project provides you with an opportunity to solidify your full stack proficiency.
In conclusion, the IBM capstone project provides a comprehensive, practical learning experience. It primes you for challenging data-centric roles and instills confidence in you to handle ...
Badge: AI Capstone Project with Deep Learning - IBM Training - Global. This earner has deep learning knowledge and expertise to develop and test a deep learning model and is proficient in the field of Deep Learning. They are able to determine what kind of deep learning method to use in situations, and know how to build a deep learning model to ...
The cumulation of Coursera's IBM Data Science Professional Courseis a capstone project that requires course participants to identify a business problem that requires the use of location data and neighborhood clustering. The ability to analyze business problems, cut through the noise, and identify the actual issue to be addressed is an ...
Offered by IBM. This capstone project course will give you the chance to practice the work that project managers do in real life when ... Enroll for free.
IBM Applied Data Science Capstone Project The PowerPoint slides for this project can be found at Capstone_Presentation.pptx or Capstone_Presentation.pdf.
Badge: Applied Deep Learning Capstone Project - IBM Training - Global. This credential earner has developed the skills to be able to develop, train, and test a deep learning model. They have proven their ability to load and preprocess data for a real problem, build the model and then validate it.
Overview As part of this project I create and query data repositories using relational and NoSQL databases such as MySQL and MongoDB. I also design and populate a data warehouse using PostgreSQL and IBM Db2 and write queries to perform Cube and Rollup operations.
Explore and run machine learning code with Kaggle Notebooks | Using data from [Private Datasource]
Badge: Full Stack Cloud Development Capstone Project - IBM Training - Global. This credential earner has demonstrated deep knowledge of Cloud Native Application Development. The individual designed a dynamic user experience using GitHub actions to build, test, and deploy an application. The earner also developed frontend pages, actions for ...
Offered by IBM. Showcase your DevOps and Software Engineering skills with this hands-on Capstone project! In this course you will apply the ... Enroll for free.
IBM-Data-Analyst-Capstone-Project In this project we will assume that we have recently been hired as a Data Analyst by a global IT and business consulting services firm that is known for their expertise in IT solutions and their team of highly experienced IT consultants. In order to keep pace with changing technologies and remain competitive, our organization regularly analyzes data to help ...