Anomaly, in the most basic terms, refers to something that does not fit into an expected state/flow. In the process of interpreting the data, we need to consider anomalies. In this content, you can find the anomaly test codes using Isolation Forest in Python on the data in Excel. In…

Today, with the advancement of technology, data is collected from every point of our lives. This data needs to be analyzed to provide great insights and effective trends. At this point, there is a high requirement for data scientists who reveal the information stored by the data. That’s why data…

In many real-life situations, the data we want to use arrives at us in a very complex way. Firstly, it is best to save the data under an Excel file to analyse it. However, if the data in Excel is too much, Python provides very important conveniences in analysing this…

Data analysis is about organising collected data and generating actionable predictions. The data analysis process includes various stages from data set creation, cleaning and transformation to producing consistent results and predictions with appropriate models. Can use various data analysis tools such as Excel, SQL and Tableau in data analysis. Apart…

Finding ways to increase motivation is crucial because it allows us to change behaviour, develop competencies, be creative, set goals, grow interests, make plans, develop talents, and boost engagement. Applying motivational science to everyday life helps us motivate employees, coach athletes, raise children, counsel clients, and engage students. Motivation is…

Critical thinking is self-guided, self-disciplined thinking which attempts to reason at the highest level of quality in a fair-minded way. People who think critically consistently attempt to live rationally, reasonably, emphatically. They use the intellectual tools that critical thinking offers — concepts and principles that enable them to analyse, assess…

Temperatures at the Earth’s surface have increased between 0.2 and 0.4 degrees Celsius over the past 30 years. The vast majority of scientists attribute this warming trend to higher concentrations of greenhouse gases (CO2, methane, CFCs and others) that trap heat, warming both the earth’s surface and the lower atmosphere. …

Biotechnology plays a very important role in seeking answers to these questions. Biotechnology is everywhere and it’s actually a big part of our lives. It provides breakthrough technologies in many areas such as fighting disease, reducing our environmental footprint, reducing hunger and…

Many students question why they are learning science courses such as biology or the need for a biology course, especially if their field of study is not science-related. In a democratic society, it is assumed that the public has gathered enough information…