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Seaborn Tutorial (3 Courses, 2+ Projects)
This Python Seaborn Tutorial includes 3 course , 2 Projects with 8+ hours of video tutorials and Lifetime access.
You get to learn Seaborn which is a Python data visualization library based on Matplotlib. It provides an interface for attractive and informative statistical graphics and data visualization in Python.
Seaborn - Beginners
Seaborn - Intermediate
Seaborn - Advanced
Case Studies on Seaborn Basics
Seaborn Project â€“ Data Visualization using Seaborn on Census Dataset
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What you get in this Seaborn Tutorial?
Mobile App Access
About Seaborn Tutorial
|Course||No. of Hours|
|Seaborn Python - Beginners||2h 28m|
|Case Studies on Seaborn Python Basics||1h 51m|
|Seaborn Python - Intermediate||1h 18m|
|Seaborn Python - Advanced||1h 56m|
|Seaborn Python Case Study - Data Visualization using Seaborn on Census Dataset||2h 11m|
|Course Name||Online Seaborn Tutorial|
|Deal||You get access to all the 3 courses, 2 Projects for the Lifetime|
|Hours||8+ Video Hours|
|Core Coverage||Learn attractive and informative statistical graphics and data visualization in Python.|
|Course Validity||Lifetime Access|
|Eligibility||Anyone serious about learning Data Visualization and wants to make a career in this Field|
|Pre-Requisites||Basic knowledge about Data and analytics and Python programming would be preferable|
|What do you get?||Certificate of Completion for each of the 3 courses, 2 Projects|
|Certification Type||Course Completion Certificates|
|Verifiable Certificates?||Yes, you get verifiable certificates for each course with a unique link. These link can be included in your resume/Linkedin profile to showcase your enhanced data and analytics skills|
|Type of Training||Video Course – Self Paced Learning|
|System Requirement||1 GB RAM or higher|
|Other Requirement||Speaker / Headphone|
Seaborn Tutorial Curriculum
In this section, each module of the Seaborn Tutorial is explained.
The ultimate aim of this training program on seaborn is to make individuals proficient with the use of sea born technology that is very much demanding in nature and widely used for statistical data visualization techniques. Is the volume of data is increasing day by day, industries demanding a complex solution that can help them in visualizing and uses of this data that can be done with tools such as seaborn. With the help of this training program, one can easily start their career as a seaborn developer that holds great potential in the market scenario.
The seaborn training comes up with lifetime access, online courses, includes hands-on projects that will help individuals to improve their knowledge and real-time scenarios and make them self-industry ready and what’s this training will be completed they will be awarded a variable certificate of completion that is the east all over the industry.
There are a variety of skills that participants will learn through this training program like visualizing statistical relationships, different types of visualizations, scatter plots, plotting with categorical data, bar plots, color palettes, visualizing linear relationships, bivariate distributions, univariate distributions, visualizing the distribution of a data set, cat plot, strike plot, etc.
What’s the training gets completed the learners can easily enter the industry as a data analyst, business analyst, statistician, quality engineer, quality manager, consultant, team leader, statistical analyst, software test engineer, QA engineer, consultant, analytics manager, and many other diverse fields are open for individuals to show their potential and skills in the world.
As training goes ahead, individuals will start realizing the importance and value of sea born training with diverse skills and concepts that are going to be taught under this training program. The curriculum of the training program is developed in such a way that it helps in getting all the industry requirements and also take squares of individuals’ requirements who are investing their time and efforts in learning something new and interesting. The core skills that are going to be covered under this training program are as follows:
- One will learn about introduction to seaborn, o review of the training, different types of plots, distribution plot, scatterplot and heat map, case studies of scatter plot, boxplot, bank problem, case study on swarm plot, etc.
- Other skills that are going to be covered under this training program is visualizing statistical relationships which include scatterplots, line plots, plotting with categorical data, showing multiple relationships with facets, categorical scatter plots, distribution of observations with categories, statistical estimation with categories, count plot, point plot, boxplot, bar plot, use of reference files, etc.
- Under this part of the training program, advanced concepts of seaborn tool that are an introduction to seaborn advance, building structure multiplot grids, conditional small multiplies, use of custom functions, plotting pairwise data relationships, choosing color palettes, use of different seaborn figure styles, setting different color palettes, use of reference files in advance, etc.
- This part of the training program what we learn about intermediate functionalities of seaborn which includes plotting univariate distribution, clotting of bivariate distributions, visualizing linear relationships, functions to draw linear regression models, filtering different kinds of models, conditioning all other variables, join plot and LM plot, use of reference files, KDE plot, etc.
- One will learn about different types of visualizations, things to keep in mind before choosing the type of visualization, customizing visualizations, use of color palettes, etc which are going to be very useful skills that are very much in demand these days.
With the use of projects, any sort of tradings or tutorial the efficiency of the training increases drastically is it provides a space for the learners to experiment and everywhere their knowledge in real-time scenarios which helps them understand the concepts in a better way. Different projects are involved in this training to increase the utility and efficiency of the program. Projects that are part of this training program are as follows:
- A project on data visualization using Census data that includes an introduction to the project, installation of the tools, installation of the libraries, exploratory data analysis, adding columns to the data set, data visualizations using scatter plots, multiple line plots, use of category imports, point plot, heat map, pair plot, I m plot, pair grid, violin plot, hot, x, and y tick label plot, and settings, swarm plot, etc.
Seaborn Tutorial – Certificate of Completion
What is Seaborn?
In the domain of analytics and data science, there are a huge number of libraries that are gaining huge popularity with every passing day due to their wide array of benefits and the features that they have to offer. One such important library is matplotlib of, which seaborn is made up of. These libraries together are used for visualizations and making a good level of predictions which is specifically based on the outcome of data. These plots help analyze and determine the nature of the data and how it can be used for better use. Seaborn is Python-based, which is built on top of Matplotlib; therefore, it consists of all the features which are present in the main libraries. Seaborn libraries help in resolving two fundamental issues that are related to default matplotlib parameters and the ones related to working with data frames and therefore hold a higher value than the parent library.
Industry Growth TrendThe rapid application development market size is expected to grow from USD 7.8 billion in 2018 to USD 46.2 billion by 2023, at a Compound Annual Growth Rate (CAGR) of 42.9% during the forecast period.
[Source - MarketsandMarkets]
[Source - Indeed]
Which tangible skills you will learn through this course?
Through this Python Seaborn Tutorial, you will learn skills and techniques such as plotting and visualization of the various forms of data that are provided to us. This can also be used to refer to the various kinds of datasets and the data frames, which will form an integral part of the data representation. The data frames consist of the data in tabular format and therefore depict the data in a more usable form which might not be the case otherwise. Other skills are related to the analysis of data and mathematics-related as all the calculations done after the visualizations are done are mathematics-based.
- The basic prerequisite for this course is that the student or the professional should have a basic knowledge and understanding of the machine learning tools and techniques and also should have a basic knowledge and overview of the data science techniques. Apart from this, he should also be aware of the basic analytical concepts, which are a must while opting for this course. The user should also have a mathematical background as most of the algorithms being used, and the concepts which are discussed are mathematics-based.
- The target audience becomes anybody who is interested in learning this Python Seaborn Tutorial and follows the above-mentioned pre-requisites. This typically includes professionals such as data scientists, data engineers, analysts, consultants, software developers, software engineers, testers. Apart from these professionals everybody who is working to build something of their own such as an entrepreneur forms an ideal part of the audience and also the students whether they are directly college passed outs or are looking to do something much more creative and bigger can make use of this course in a much wiser manner.
Seaborn Tutorial – FAQ’s
Do I need to keep on practicing the Python Seaborn Tutorial or is it a one-time thing?
The concepts and the techniques taught in the course of the seaborn tutorial are a one-time thing as you just have to know the basic concepts and how are they applied but when you talk about hand practicing it by making use of Python language then we would suggest not to leave the practice part aside as it will become quite tough to re-opt it once the flow has been lost.
- The career benefits of this Python Seaborn Tutorial will be related to the ones where it talks about data science concepts and techniques which are on a huge demand today. These visualization libraries will be aimed to provide a much more interesting environment and a good place in the market.
Python Seaborn Tutorial