People’s varying political views urged me to see if a computer could provide an accurate analysis. My previous algorithm was unsuitable due to comparison issues, so I used IntenCheck API and Keras/TensorFlow neural network, which are robust pieces of software that output data in a comparable format, on a scale of 0 to 100 for the value of every sentiment in text. I feel that the strongly opinionated tweets were a good way to test the accuracy of both pieces of software. Since analysing sentiments is always subjective, I used consensus to minimise the errors in classifying the tweets’ data sets. Then checking their accuracy by comparing results, I took the ratio of their results to draw up extendable conclusions. My decision to switch the algorithm and overall focused research approach will benefit me in overcoming challenges in future research papers as well. Conducting this experiment has increased my knowledge of AI, such as limitations in power consumption and storage.
Main focus was on LO4, LO5, LO6, LO7
One thing I’ve learned?
I’ve learned that the computer science EE requires a personal connection to be effectively embedded into it. I’ve also learned that you need to to the hardest things in your EE first before you tackle the things which you are sure of. Also the research data collection must be in line with answering your EE question, at points you can unintentionally stray off course.
What I’m proud of?
I’m proud that I have dedicated an entire day, focusing on my EE, so as to know the ups and downs and master the route and I’m going to take going forward. Planning and analysing are key to the EE and getting them done beforehand in much more helpful than panicking later on.
What I’ll be doing next?
Moving forward, I’ll finish writing my methodology and continue to tweak my introduction. Also I’ll get ready to conduct my primary research my conducting all the necessary tests and eventually conduct my research.
PPIS Childcare N2 LOs
Dealing with children is a skill which will probably greatly benefit me in the future since I am going out in the world on my own. And if I ever work in a job with kids, I would immediately know what to do. This is the most taxing of my activities because it has both global and ethical concerns worldwide. Nonetheless I persevere and even enjoy the children’s smiling faces when they enjoy another one of our well planned sessions.
The key values of Yoga according to Indian tradition is to treat others the way you would like them to treat you, and this can be observed while doing yoga poses. Having respect for one’s own strengths and weaknesses is a key teaching. Always maintaining an active lifestyle (breathing, stretching, etc.) is important even if you can’t sit down for an hour of yoga everyday. Meditation being the best one.
I went on a trip to Japan recently (when S2 was happening!) and took many wonderful photographs all thanks to 2 wonderful seasons pf photography with my peers and Mr. Caleb
After careful considerations and preliminary research, I formulated my research question. Being from an Indian background, whenever I talked to people, it always troubled me that every next person had a conflicting opinion on political parties. So, to find the most efficient way to analyse these opinions, I decided to research on Sentiment analysis, I’m comparing the neural network approach to the algorithmic approach, using Tweets. So far the biggest obstacle I encountered was choosing a robust piece of software for each approach. Which I overcame after pre-testing and solving installation bugs. I’m looking forward to conducting my experiment because it widens my knowledge in the field of A.I. while also benefiting me on a personal level. For me, the next hurdle would be neural network training which I am looking forward to. I believe my research question is also strong due to the amount of benchmarking data available.
I feel that CAS gives me the opportunity to really challenge myself and at the same time achieve the learning outcomes which are also linked to spiritual, mental and physical. For example, doing yoga enchances my physical wellness but also my mwntal wellness as well, Mental wellness not only allows you to seek logic and reasoning in human existence, but it also allows you to appreciate your life experiences for the more finer details. When you achieve logic and understanding in your life experiences,There will be a harmony with the natural world, the sciences and mathematics. But also relating to one's emotions. In simpler terms, mental wellness grants you the ability to determine fact from prejudice but also helps you judge other people's characters. Physical wellness talks about effect of the world on our bodies, and CAS helps with this. Physical wellness mainly talks about our ability to maintain and coordinate our body in a healthy way combined with the ability to know our limits but also push ourselves relatively hard. This being the spirit of CAS
At first I was hesitant to take a second season of photography, but after experiencing the first I’m glad I did, I found that there was always so much more left to learn and always widen my horizons, after all no work of art is said to ever be complete. Sign-ups were done through the school system. I realised that photography was not that popular among people for 2 seasons but still decided to take it because I aim to finish anything I start to learn.
Always being punctual, always having an open mindset to learn and most importantly, always having fun. Being creative in the arts really enriches my IB learning since I am more oriented towards science and mathematics. At the beginning of every lesson Mr. Caleb would ask me what I would like to learn and I would choose a new and interesting aspect to learn. Discussions at the end of class also arose about the learning outcomes of the day.
The action taken was to study the more finer aspects of photography such as:
- How to ‘Build up’ and image
- Multiple angular light sources
- different image sensors along with exotic lenses
- Light filters, mood and overlaying
. Above is me with a very heavy portrait zoom lens with a f1.2 aperture
We also talked about taking photos at different location and the implications of taking another person’s photo int he proper way as well as respecting people’s privacy.
Here is some of my final works
More of my outcome work will be in the next post where I will also be discussing, in detail, the learning outcomes and possibly some real-life connections