5 Python Projects That Will Help You Improve Your Skills

Introduction 

Because of its flexibility and user-friendliness, Python has become one of the most widely used programming languages. There are going to be a great number of individuals who decide to dive right in and begin working with the python courses for python certification training. This helps to learn the programming language and become proficient in the python training course.

Why should you make an effort to educate yourself about Python?

You will have a fantastic chance to put your expertise in the python course to use if you participate in one of the many coding contests that are now being held. You have the option of storing these projects in the Workspace part of your datacamp account, in addition to enhancing your Python programming abilities. 

Five challenges in Python that can help you improve your skills

Five Python projects fall within the purview of this section, all of which may be completed in no more than seven days. 

1. Make a Dashboard with the Assistance of Plotly and Dash

On several occasions, data visualization and dashboards have been referred to as the "gateway drug" to the discipline of data science. This is because of their easy accessibility.  Building Dashboards with Dash and Plotly is a course that will teach you how to organize and build dashboards, as well as how to construct a dashboard portfolio, basic web applications, and other things that you will be able to share with other people. 

The Required Courses Are As Follows:

• Python with support for more experienced users.
• The manipulation of data using Pandas, as well as an introduction to the data visualization capabilities of Python using Plotly.

2. Investigate the Information Regarding the Bitcoin Price

Cryptocurrencies like Bitcoin are either the undisputed future of money or a fantastic opportunity to quickly become wealthy. You need to conduct exploratory data analysis using Python to get a more in-depth knowledge of the Bitcoin pricing structure.

You can investigate and evaluate other cryptocurrencies' market capitalization and volatility by first researching and analyzing the Bitcoin Cryptocurrency Market. 

The Required Courses Are As Follows:

• Cleaning Data in Python
• Data Manipulation using Pandas
• Cleaning Data in Python

3. Formulate an informed prediction on the level of success that Disney movies will have

What do you consider the most important factor in the success of Disney films? It's possible that the use of machine learning.

As part of the assignment titled "Disney Movies and Box Office Success," you will investigate and demonstrate the factors contributing to the widespread acclaim that Disney movies receive. You will then use a linear regression model to speculate on the likelihood that additional films will enjoy similar levels of commercial success.

The Required Courses Are As Follows:

• Linear Modeling at a High Level with the Python library
• An introduction to data visualization using Seaborn 

4. An Analysis of the Influence of Opinions on the News Relating to the Stock Market

The encouraging news is that reporters spend a considerable percentage of their stories expressing their thoughts on the worth of various equity investments. By evaluating the language used in the authors' writings, which offers important information about how optimistic or bearish the writers are about the market, you may estimate whether the price of a stock will climb or drop in the future.

The Required Courses Are As Follows:

• Python with support for more experienced users.
• Pandas data manipulation 
• Python for natural language processing.

5. An examination of the relationships between the characters in Game of Thrones

In the advanced project titled "A Network Analysis of Game of Thrones," you will make use of well-known methods for mining data from social media, such as Network Analysis, to gain an understanding of the relationships that exist between the many characters that appear in Game of Thrones and automatically determine who is the most influential of all of them. 

The Required Courses Are As Follows:

• Python with support for more experienced users.
• Introduction to Python Network Analysis.
• Pandas data manipulation.

Conclusion 

By going through each of these five challenging coding tasks in Python, you may be able to enhance your abilities with Python. Put your ability to manage your time effectively to the test and see if you can do it in one week.