The Future of Data Science

If you have a question in mind regarding the future of data science then you are definitely concerned with whether the techniques and tools such as Python, Hadoop or SAS will become outdated or whether investing in a data science course will be beneficial for your career in the long-run. But there is no need for worry. Businesses have only recently begun to realize the worth of their data and have just begun to make significant investment in these areas. So data science careers will be around for quite some time.

HISTORY OF DATA SCIENCE

The history of data as well as statistics is proof of the fact that the transformation of data into useful insights is something which has been happening for a long, long time.

The high-tech data-driven world has forced companies to develop cheaper and more reliable sources of data storage so as to store lots and lots of business data. The extraction of useful insights from this mass of data requires the skills and knowledge base of statistician and programmers. This combination of statistic skills and programming skills can be seen only in the DATA SCIENTIST. The job of data scientists is not only extracting useful insights but extends to designing new tools and techniques for processing and storage of data.

A SECURE AND LUCRATIVE CAREER AS A DATA SCIENTIST

The individuals with right mix of skills necessary for jobs as data scientists will have a challenging career. The job and salary prospects of DATA SCIENTISTS make it an even more worthwhile educational investment for new entrants and professionals in the near term. Data scientists will have a wonderful career in the future as well. The field of data science (machine learning in particular) is not going to disappear but rather outshine other fields. So the future of data science looks promising.

The market for data is regarded as highly competitive. Standing out from the crowd and having an edge over the competition are the two important traits to keep in mind when pursuing your career in the field of data science.

HOW CAN THIS BE ACHIEVED?

A lot has been discussed about the use and benefits of data. But now the question arises regarding how to accomplish training in this field. Professionals can advance their skills and knowledge base by taking classes in data as it is always said that upgrading one’s skillset (by way of training, education or any other mode) is the key to a successful career and a bright future. It is always beneficial to be in sync with the latest technology and trends.

THE FUTURE OF DATA SCIENCE IS DEFINITELY GOING TO BE BRIGHTER THAN EVER

But remember, getting into this field is not easy. You will need to have an in-depth and thorough knowledge of all the techniques and methodologies utilized in the field of data science.

How to Make a Good Flyer

Before we get to how to make a good flyer, we have to understand the strategy behind a high-quality one. Here’s a basic rundown of a door hanger. As you can see we don’t have much space to work with. This means we have to choose our words carefully. The first line you see is the largest and is meant to grab the attention of the viewer as well as qualify them.

Right away the person knows what we’re trying to sell here. Private Construction Management services. Right below it, you’ll see a picture of a house that would look like our target customer. Under that, there’s a brief description that reinforces credibility by mentioning the years of experience with all kinds of projects.

Anyone looking into renovating their homes will identify with this flyer right away. We ask them the question “Have a project in Mind?”, always qualifying them. The next line tells them what we want them to do, which is to call for a consultation.

Door hangers work really well compared to regular flyers. For one, you won’t have to worry about your message getting lost in the mail. The direct mail route is often pricey and your ad will compete with priority mail like bills. On the other hand, everyone has one front door and your ad will command their full attention.

Flyer Headline Examples
The headline is arguably the most important part of the flyer. Some people spend the most of their time trying to choose the right image that’s going to catch the attention of the customer and dazzle them with their creativity. It sounds nice. It just isn’t the case.

The reality is that we have 1 second to catch the attention of the person we’re trying to reach. We have to talk about what THEY want as opposed to what we’re offering. In the example above, Private Construction Management might not be an ideal headline. Instead, we could’ve said something along the lines of “Got a Construction Project in Mind?”.

It might or might not get a good reception. The key is to grab attention and eliminate anyone who wouldn’t buy from us while selecting those that would. We could write a whole book on choosing the right headline but adhering to some guidelines should put you on the right track. The following are some good headline examples for flyers or for any ads in general.

How-to Headline: People like to learn and the how-to headline is found everywhere. How to hire a good construction management company. How to make a million bucks in 20 min. You’ve seen it before. It works.

Question Headline: Just like the one suggested above. Asking a question engages the reader and causes them to answer it subliminally or consciously. Either way, we’ve got them communicating with us just through the headline.

Testimonial: Testimonials are great anywhere. They reinforce your brand and its authority. No one wants to buy from the new guy on the block. They want someone tried and tested.

Crazy Offer: A crazy offer can go a long way. A really long way. You should always have a crazy offer on your flyer regardless. If its good enough, it should be the biggest and first thing they see.

Choosing the Best Image for Flyers
As we said previously, finding the perfect image for your flyer isn’t as important as some people might think. A funny or creative image will get a positive response, but it won’t necessarily get us the exact response that’ll bring us sales.

Our picture should flow well without our headline and service. If we’re advertising for a taekwondo school, you might use a picture of children wearing their G.I uniforms.

A picture like that will help people identify quickly what your service is and if its for them. The image should be able to work independently from your headline, and vice versa.

The Elevator Pitch
Flyers have limited amounts of space for words and pictures. We want to get in as much as we NEED to, not as much as we CAN. This is where a lot of people go wrong. They design their flyer to include every single detailed explanation of what they do.

You should remember that the flyer shouldn’t serve as an alternative to your website. Your website is where your customers will go if they want a more in-depth understanding of your company and services/products.

The next section you should include in your flyer is a short description of what you do and why they should choose you. In short, it’s a small elevator pitch about your company.

“We manage construction projects for homeowners and have been doing it for over 20 years”. Simple, yet effective. At this point, we have a headline, a photo, and a small elevator pitch that’s going to help us land the knockout punch.

How to make a good flyer or offer
How to make a good flyer is based on the offer you give. An amazing offer has a time limit and simply cannot be passed by. These flyers receive upwards of 8-10% success rate. You really must be able to give tremendous value, or you won’t get too many replies.

A simple flyer with no offer can expect a 1% conversion rate. This means that we’ll turn 1% of the people that see our flyers into paying customers. You send out 10,000 and you get back 100 customers. Pretty simple stuff.

If you put a great offer, you can see 800-1000 customers out of 10,000 flyers. Suddenly, it makes a lot of sense to give away a great offer. Restaurants, for example, would benefit greatly by offering a free appetizer. They might lose out on some short-term profit but they’ll win in the long term.

Strategizing a Flyer Campaign
A good design is useless without a good strategy for distribution. We know flyer advertising is a numbers game and so we have to choose our target customers carefully. A restaurant might benefit better from delivering to homes instead of street promotion. That isn’t to say that a restaurant shouldn’t use street promotion as part of their campaign. However, if you don’t have enough foot traffic near your restaurant to justify it, you’re better off just targeting the homes in the neighborhood.

These customers are going to be your loyal regulars. The cost of acquiring one of them is inconsequential to the value that they’ll bring as a lifetime customer. For homes, door hangers work best. The reason is that other flyers have to be stuffed in other places near the home. They might be stuck on the mailbox or squeezed between the door frame. On the other hand, a door hanger is going on the doorknob. Basically, to get into their home they’re going to take it off the door and they’ll look at it for about a second.

They should be able to see exactly what you’re offering, how much, and what they have to do to redeem the offer. For example, you’re advertising a pizza restaurant. A really good flyer for this type of strategy would be “Get a free pizza slice with an order of a pizza and a soda”. The customer picks up the flyer and sees that they’re getting a free pizza slice and all they have to do is to go buy 1 and a soda.

Artificial Intelligence Is a Must, Not a Need

WHAT DOES ARTIFICIAL INTELLIGENCE MEAN?

Artificial Intelligence refers to the vicinity of science and engineering focusing on developing the machines as intelligent as the humans. They are created to be fitted into place on behaviors that human regard as intelligent i.e. simulation of human behaviors which they consider as intelligent via the use of machines.

It is all concerned with developing the intelligent computer programs. The main objective behind the adoption of AI is to enable a machine to discover, analyze and crack the problems in parallel.

It is not essential that the computer programs developed are as intelligent as humans in all aspects. But in some aspects, the machine fitted with artificial intelligence can be even more intelligent than humans.

The future of artificial intelligence will change everything in our lives.

WHY DO WE NEED ARTIFICIAL INTELLIGENCE?

The integration of artificial intelligence into the computer programs, assists to create more efficient and effective systems. The opportunity in the form of AI is challenging and efficient at the same time.

The glaring pitfall to be kept in mind while talking about the efficiencies and the opportunities offered by this hi-tech world is that the amount of data being generated on a daily basis is rapidly increasing and it is becoming impossible to mine and analyze the data fully. The amount of data generation has made it impossible for the humans to deal with i.e. it has exceeded the capabilities of humans that they can extract the valuable information out of it.

The skilled professionals in the field of data science with the expertise and their skill sets try to create correlations between various inputs in order to draw out a specific output. But with the sheer volume of data, it has become relatively impossible to correlate every possible input.

This is where Artificial Intelligence can help. Incorporating AI into the systems lets you purify the raw facts into useful and palatable information.

The driver seat in the field of artificial intelligence is handled by the fresh and innovative codes generally referred to as algorithms.

Let us consider an example to understand how the AI works:

Facebook is a very popular social media platform. Facebook deciphers the user’s likes, the activities etc. and then determine what all content is to be placed on his/her news feed. The longer the time you remain active on Facebook, the more and more data is being generated and stored in the warehouse.

The systems incorporated with AI uses the deep learning to get the incessant feedbacks on its algorithms as the users interact. This way the algorithms generally referred to as coding assist the Facebook to analyze the interactions of the users to determine the content to be mentioned on the news feed.

Not only Facebook, even Twitter uses the concept of AI to position the tweets based on the users’ relevance and interests and also suggest them the tweets as per their interests.

5 Tips for Typography Best Practices

This was my first year at Typographics 2018. Typographics 2018 is a conference for typography enthusiasts around the world, that’s held at Cooper Union. There were panelists from San Francisco, Berlin, Buenos Aires, and Japan; it really felt like a truly international experience.

I had the chance to sit in on both the conference and TypeLab parts of Typographics. Here are a few highlights from the panels/breakout sessions that I really enjoyed:

1. Emojis = Pictures + Character (Jennifer Daniel, Google Emoji)
Emojis are images that may translate into different meanings across different devices. Jennifer gave an example about how the “dumpling” emoji looks different across different chat platforms -every culture has a dumpling!
I found an interesting tension in this statement -emojis should have a consistent user experience (across platforms), yet still be personalized to their users.

2. Ubiquitous type is can cause user confusion (Mr. Keedy)
Mr. Keedy created Keedy Sans, a popular font in the 90’s. The font was considered “uncool” 10 years later and used everywhere. Keedy sans is used on teenage girl makeup packaging, as well as winebars. This could create a bad user experience for people because of lack of branding. Last year, Mr. Keedy refreshed his font -to create greater customization and allow Keedy fans to layer the font for interesting visual effects.

3. Braille is a form of typography (Ellen Lupton, Cooper Hewitt)
Ellen talked about how blind individuals read Braille in a unique way -holding it across their body. She also demonstrated a blind person’s experience watching music videos by showing the accessibility voiceover.

4. Brand holds content together with design (Gale Bichler, NYTimes)
Gale foused on how the New York Times(NYT) has branded itself as a publication that experiments with many types of fonts. NYT can play around with different types and massive fonts as illustration. If someone picks up a page from the floor, they can usually tell that it’s from the New York Times because of branding.

5. Picking fonts is like eating ice cream. (Veronika Burian and Jose Scaglione, Type Together)
When combining fonts, look at mechanic and organic feels. Veronika and Jose talked about how people like humanist fonts, with a hint of a calligrapher’s hand. Ideally, you should find a balance typefaces share a common language.

The overarching theme is that typography is wide-ranging and crosses various mediums. Visual languages include symbols, braille, and audio caption. The challenge now lies in how to design the best experiences for these new forms of language.

Palm Oil Plantation Business in Indonesia: How to Get Started

Palm Oil Plantations are a very lucrative agricultural business for agriculture entrepreneurs and companies to invest in. The potential in this business makes palm oil one of the largest revenue streams in Indonesia. After the President of Indonesia Mr. Joko Widodo (Jokowi) imposed a moratorium on the land available for plantations, the value of palm oil plantations has increased dramatically.

The process of acquisition or take over of plantations, especially oil palm plantations, is not as easy as imagined. There are a number of important factors that are key to success in the take-over of oil palm plantations that must be followed and implemented based on the principle of gentlement-agreement by each party.

Considering that transactions in the property sector, especially the take-over of oil palm plantations, contain very high capital business and involve many parties as mediators, the government in this case the Minister of Trade of the Republic of Indonesia feels the need to make rules to safeguard the rights and obligations of the parties involved through the Minister of Trade Regulation of the Republic of Indonesia no. 33 / M-DAG / PER / 8/2008 concerning Brokerage Company of Property Trade.

However, even though there are regulations governing trade transactions, it is not uncommon for a transaction to be too convoluted and less cooperative between mediators, so that the take-over process actually becomes unsuccessful or completely void.

The following are steps to acquire a palm oil plantation in Indonesia

First, contact a trusted brokerage firm and ask if they have palm oil plantations to sell. Do not contact individual brokers as they may not have the complete detail on specific plantations, and generally they are not clear with the actual relation to the available plantation. Such cases often occur in Indonesia and you should make sure that the plantations have no legal issues.

Second, ask the brokerage firm to do the due diligence so that you avoid future legal issues in Indonesia. A trusted brokerage firm must have qualified survey tools such as drone mapping and a reliable agronomist / business analyst team. Thus, there is a match between the plantation legal documentation and the actual physical plantation.

Third, make sure the selling price of the plantation is fair. Almost all individual brokers markup the original price up to 30%. You should be careful in doing business with these types of individual brokers because of this type of lack of transparency. In this case you need to appoint a trusted agent to represent you in the take-over process. A typical commission fee of 1-3% should be expected from the plantation selling side.