However, if you have some knowledge in calculus and integrals, I strongly recommend that you go through Georgia Tech’s c

It is useful for the writer to learn architectural terms, flora and fauna of their region, and the terms of the profession or hobby of their characters (if a character is a tennis player, they should speak fluently in those terms: serve and net, ace, approach shot, breakpoint, etc.). As a writer, it is your job to research and deploy specific terminology where appropriate.

Once you’ve learned the fundamentals, you’re ready to specialize. At this point, it’s up to you whether you want to focus on machine learning algorithms, deep learning, natural language processing, computer vision, etc…

Brand names are helpful, too. A character who wears Gap is worlds away from one who wears Gucci. A Timex is not a Cartier. Think about what kind of coffee your character drinks, the brand of cigarettes they prefer. The easiest way to build this skill is to notice it in your life. Pay attention to the brands and objects your friends and acquaintances use and what that says about them.

Reading for fun promote cognitive progress and a whole kind of wisdom and wholeness. “…reading for pleasure can result in increased empathy, improved relationships with others, reductions in the symptoms of depression and dementia, and improved wellbeing,” according to The Reading Agency.

You can read about inspirational successful side projects in Chris Guillebeau’s book, Side Hustle: From Idea to Income in 27 Days. He shows you how to select, launch, refine, and make money from your side hustle in under a month.

One of the first difficulties a writer encounters is their limited vocabulary for ordinary words. These are the objects we use every day and the specific terms for them. It is not a “large shaggy dog,” it is a saint bernard; do not describe “white knobbly trees,” say “birch.” Often we see things every day in our lives but do not know the words for them. Make learning these words a priority.

Reading not only boost your knowledge and intelligence, but it can also change your perception and improve your worldview.“Reading for pleasure isn’t separate from learning to read,” says Pam Allyn.

You never know what will be useful ahead of time. Try learning something new you’ve always wanted to learn. It may connect with the rest of your skills in the future. Take online courses that can help you start a passion project.

Linear Algebra is especially important if you want to get into deep learning, but even then, it’s good to know for other fundamental machine learning concepts, like principal component analysis and recommendation systems. Surprise surprise, you can guess what course I recommend for this. The link is provided here.

Programming: Just as having a basic understanding of math and stats is important, knowing the core fundamentals in programming will make your life much easier, especially when it comes to implementation. Therefore, I recommend that you take the time to learn basic SQL and Python before diving into machine learning algorithms.

In his famous 2005 Commencement speech for Stanford University, Jobs said: “If I had never dropped in on that single calligraphy course in college, the Mac would have never had multiple typefaces or proportionally spaced fonts.”

Courses are a great way to gain new knowledge and skills. You can take full courses in programming, psychology, economics, negotiation, entrepreneurship, music and much more — all from the comfort of your home.

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s thousands of pretrained models to perform tasks on texts such as classification, information extraction, question answering, summarization, translation, text generation, etc in 100 languages. Its aim is to make cutting-edge NLP easier to use for everyone.

Mathematics: Depending on how much attention you paid in high school will determine how much time you need to spend learning basic mathematics. There are three areas that you should learn: calculus, integrals, and linear algebra:

If you are interested in knowing more about a specific topic in a different domain, but never got around to learning more about it, you can make time in the evenings to learn it.