Author: haroonkhan

Data For any analysis, data are important. Data analysis, machine learning and AI involve one common and important feature called “data”. If we do not have data, then we cannot train a model. Big enterprises spend money in big quantities to collect the data. Data can be in any form such as value, text, picture,…

The agricultural industry has a vast role in technology. The innovation of technology makes agriculture modernized. Various machinery and tools have helped farmers to play a vital role in developing the economy of a country (Figures 5.7 and 5.8).

Machine learning enables the system with the capability to automatically explore, enhance and improve according to different situations without being programmed. Machine learning is centered on the development of intelligent computer programs that can process the data and utilize it further. Machine learning is powered by statistics, calculus, linear algebra and probability statistics. Calculus tells…

A fundamental for seasons of farming is 1 year. Farming season has the following fundamentals for better yields of crop, likewise temperature and moisture as conditions should be suitable for better yield of the crop. Under farming season, appropriate climate change especially helps farmers for farming plants and grow crops. Raining seasons depend on the temperature…

Some general types of agriculture around the world are shown in Figure 5.5. Following are the branches of agriculture: In agriculture, the most important is the yield of the crops. For a better yield of crops, farmers are using a yield prediction. Yield prediction is the most important and popular topic in precision agriculture. It is…

One of the most world-​​​prevalent activities is agriculture. But this is not similar in all countries. Cultivation of certain plants and raising of domesticated animals are done for the process of producing foods, fiber and some other desired products. The word “Farming” is used for the agricultural process. In the agricultural field, many changes in…

In the world, the most important livelihood source is agriculture. Before the industrial revolution, agriculture was a major source of economy. With many trade options coming up, many are dependent for their income on agriculture. Agriculture is the most peaceful and friendly activity for environment, and it is a very reliable and honest source of…

The information and data required to make formal forecasts are commonly an important component. Furthermore, the assortment and classification of records need time and cost. The transformation of subjective information into quantitative information is additionally another component. One must be cautious that the time, cost and exertion spent in estimation must not exceed the genuine…

The premise of any anticipating technique are suspicions, approximations, ordinary conditions and so forth. This makes these conjectures untrustworthy. So, one should consistently remember the innate confinements of forecasting and be careful in being over-​​​dependent on them.

Just estimates No one knows about the future, one can just take an assumption of the future. The future is not fixed even if the best technique of forecasting is used. But forecasting is just an estimation of the future. No one can get 100% success in the prediction of future incidents. Therefore, even the best-​​​laid…