Build Practical Data Science Skills through Hands-On Projects in 2 Days

Build Practical Data Science Skills through Hands-On Projects in 2 Days

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Rashmi
Rashmi Karan
Manager - Content
Updated on Nov 16, 2023 17:18 IST

Data science skills require constant practice. Wouldn’t it be helpful to you if you get to fast-track your learning with some short-term courses that span over just a few hours? Sounds interesting, doesn’t it? This article will help you explore how you can improve your data science skills with some effective and interesting short-term data science courses and projects. We have categorized these data science courses and projects based on different skills so that you can easily pick the ones you are interested in. Let’s explore.

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Basics of Data Science

Data science enables organizations to better decision-making, predictive analysis, and pattern discovery, ultimately meeting business goals. To start with, you must strengthen the basics of data science. The below list of projects and data science courses will help you to build that base.

To learn more about data science, read our blog post: What is data science?

Programming

Programming skills are mandatory for any data scientist, irrespective of the company and industry you are working for. You must know how to use programming languages, including statistical programming languages, like R or Python, and a database querying language like SQL. Some of the short-term projects or courses that you can take to enhance your programming skills include –

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Machine Learning & Deep Learning

Any data-driven organization, including Amazon, Netflix, Google, etc., highly depends on machine learning methods and models. To manage massively supervised and unsupervised data, identify patterns in a given data, build self-explanatory models, and make predictions, you must be a pro at advanced machine learning concepts and have working experience with the most popularly used machine learning tools. To be more valuable to your organization or to get placed in the company of your choice, sharpen your skills in machine learning and deep learning. Below courses can be helpful to you –

Artificial Intelligence

Artificial intelligence is the buzzword for the technology industry and is here to stay. It has enabled the creation of computing systems that can see, hear, learn, and reason. So it goes without saying that you need to keep updating yourself with the technologies and skills that make you more of an AI expert than a generalist. Take a look at these short-term AI courses which can add to your skills and help you develop more multi-purpose and application-specific solutions to real-life problems.

Data Wrangling

Did you know that if your data is outdated or irrelevant, it serves no purpose! This is why data wrangling is important. It helps to deal with the imperfections in data and makes it easy to work with. From a small company to a big data-driven company, such data science skills are very important for every data scientist to have and keep on updating. In this lockdown phase, you must work on improving your data wrangling skills with these courses.

With a humongous amount of data generated every day globally, it is crucial that it should be managed well and communicated in presentable formats to make data-driven decisions. Data visualization has proved to be immensely helpful for data scientists to digest the information and graphically displayed it as dashboards, graphs, or maps. If you are yet to explore the data visualization territory then it is the ideal time! Go through these courses, enhance your knowledge of data visualization, and learn more about the tools like Tableau, matplotlib, ggplot, or d3.js.

Statistics

As a data scientist, you must have encountered cases involving statistical tools and methods in data analysis/sorting/visualization. It is vital to have a good command and understanding of topics like statistical tests, distributions, maximum likelihood estimators, etc. Data-driven enterprises mostly seek data scientists with appropriate statistics skills, along with other data science skills, so that they can contribute towards making enterprise-driven decisions and evaluating experiments. Some of the popular statistics courses you can think of doing include –

 

About the Author
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Rashmi Karan
Manager - Content

Rashmi is a postgraduate in Biotechnology with a flair for research-oriented work and has an experience of over 13 years in content creation and social media handling. She has a diversified writing portfolio and aim... Read Full Bio

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