Finally, explore NLP related dataset attached below. This dataset can be used to learn about the sentiment analysis and

If you’re following your heart, and you’re not breaking the law, don’t be afraid to challenge societal norms. Follow your passion when people think you should play it safe. When the crowd go one way, you go the other. If it feels right, go with your gut.

Don’t try to participate in too many competitions at one time. Stick to one ideally or just a few if you have time. But participating in a lot at one time will not be helping you

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oint is just looking at what regional traffic has been typical. Different regions celebrate seasonal events in which businesses participate with promotions. This means more activity related to those events can appear in the analytics as increases from a local region.

Pat came back several minutes later and then they left. Although Kathy was a little perplexed by my request, she was very friendly upon leaving and said best of luck. To my surprise, she must have told Pat about our conversation. Within a few minutes, he came back to the table with his contact details and we arranged to meet up for an interview.

When I found sobriety in 2013, my family wanted me to play it safe. “Do something you’re familiar with,” they said, “don’t take any risks.” It came out of both love and fear, but in reality, they were playing by societal norms.

While participating in competition always keep an eye on the discussion forums as the data issues and other issues faced by the fellow participants would be discussed here and suggestions about solving them will also be discussed and shared. Hence it is important to stay connected with the discussion groups

Kaggle is a great platform it provides a lot of exposure to the best performing model and techniques like cross-validation and others packages that can be used to improve the performance of the model but in reality, these modeling phase accounts to just 10–20% of a data science project whereas there is a tremendous amount of effort that goes into formulating the business problem, understanding about the data requirement and identifying the data sources, transforming them to the requirements, featuring engineering and finally comes the model building and deployment.

In the case of kaggle, the problem statement and the dataset are provided to us upfront where in reality, the problem statement needs to framed based on the discussions with the stakeholders, and depending on it, the data requirements will be then identified. Also, mostly the data required for the analysis would be spread across multiple platforms and across public sources and 3rd party websites so I would take a huge effort in consolidating them. So while Kaggle offers a great learning experience on a number of things it will be good to acknowledge the areas where it doesn’t help so that focus can be given to learning those as well.

This is backed by research which shows that language is a vehicle for emotion. As a result, how you think, and the language that you use determines how you feel. It is therefore critical that you choose your words carefully, especially when talking to yourself.

We all have a story, and it is written with the words we use. If you tell yourself you procrastinate, you’re going to act accordingly. If you tell yourself you can’t cope, it’s likely that you won’t.

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Luckily for me, my heart was singing loud and clear. Having experienced a perspective shift in detox, I became intensely curious about the human mind. I wanted to go to college to learn about human suffering, why my own suffering disappeared, and to share these experiences with others.

Now you are ready to jump into a live competition, choose something that interests you because these competitions are like a marathon it goes on for weeks and it takes continuous effort and hard work to stay on the top on the leadership board and choosing something you like will help you keep motivated.

So the next time your mind and gut are conflicted, take a leaf out of Paulo Coelho’s book: ‘Don’t give in to your fears. If you do, you won’t be able to talk to your heart.’

My head was telling me to get a normal job, but my heart was screaming at me to follow my passion. That was nearly 7 years ago. I’m now a lecturer in Ireland’s top two universities, I’ve just published my memoir, and in less than 12-months time, I’ll have completed my PhD.