The data age has opened up a world of renewed understanding in the ways we live and work, providing insights that hold the potential to improve lives for billions around the globe, writes BEN LEO, CEO of Fraym.
The ability to collect and process vast numbers of data points, and to discover both deeply sought after and wholly unexpected insights as a result, is currently the best way for the public and private sectors to understand people. Regardless of the sector, an understanding of the target market is an essential contributor to business success.
This applies both at the granular, individual level, and at the aggregate level. Such insights play a valuable role in delivering services and products to the communities with the most demand – and Africa is a prime example.
Africa’s rapidly expanding digital footprint demonstrates one way in which data is becoming available, with an estimated 557 million mobile internet users, and a smartphone market that is expected to triple in size over the next five years. Over and above the rich potential insights from mobile technology and data from household surveys, satellite imagery, machine learning and emerging analytic approaches also provide more accurate insights about people. Both conventional and unconventional sources can offer governments and companies the information they need, to ensure access to reliable, sustainable and affordable services and to help businesses grow.
But Africa is large and diverse. Gathering actionable data through traditional means is difficult – but far from impossible.
Here are just three ways enterprising data scientists are finding creative ways to close the gap.
Making Sense of Unstructured Data
Africa thrives on its informal economies, which contribute considerable amounts to each nation’s GDP (less than 30% in South Africa, but as much as 60% in Nigeria, Tanzania and Zimbabwe). Informal borrowing and trading is big business, but with it comes a frustrating lack of formal record-keeping, consumer data and transaction histories that could, in the right hands, open a world of opportunity to Africa’s corporate organisations, as well as SMEs and microbusinesses. All of these off-the-record transactions, as well as rising amounts of unstructured text and social data generated by Africa’s mobile users, means that it doesn’t fit neatly into databases organised by fixed categories like name, address, or identification number.
Fortunately, the storage and processing capabilities of the region are rapidly improving, and government bodies are working more closely with corporate innovators to harvest, manage, store and protect these data points, as a first step to eventually mining them for useful insights. As skills and resources on the continent improve, this data will be put to better and better use, as it reveals population insights that can’t be found in more conventional data types.
A Steady Increase in Computing Power
Roughly 2.5 billion GBs of data are created worldwide per day, presenting an exponentially growing problem, even for nations and businesses with the means and expertise to store and interpret it effectively.
But Africa’s private sector is surging ahead, with larger firms showing ever-more aggressive interest in how data can augment their bottom line. In Nigeria and Kenya, both considered beacons of African digitisation, at least 40 percent of large businesses are in the planning stages of their own data projects, with the global average at 51 percent. Partnerships between well-resourced corporates and forward-thinking governments are already bearing fruit, and will only become more impactful as the digital disruption continues to shake up both the private and public sectors.
Innovative techniques and data sources are also being used to better understand the nuances of the African consumer. The ability to understand how a consumer in Johannesburg thinks and buys, in comparison to a consumer in Durban, is often more useful than thinking about consumer behaviour at a national, aggregate level. For far too long, corporations and investors have considered the African consumer as a monolith. But it is possible to use existing data and new techniques, like geospatial analysis, to drill down and understand consumer interests and consumer purchasing power at a more granular level than ever before and across non-traditional geographies.
Closing the Skills Gap
According to the African Data Forum, the continent’s growing demand for predictive analytics has exposed a data skills shortage that leaves Africa sorely under-equipped for the data demands of tomorrow. Even as access to software and hardware continue to improve, there is little substitute for the skill and experience that data scientists can bring to the table. The skill and experience brought to the continent by expatriate consultants has had a positive effect on data science in Africa, but the continent’s vast human resources will need to be developed with greater urgency, if we are truly to realise the potential of data to improve lives and to drive Africa’s digital awakening to new heights.
Thankfully, data science is becoming a prominent feature in Africa’s schools and universities, and the proliferation of technology training hubs springing up throughout the continent promise a data-rich future. Even in comparatively advanced South Africa, the country’s first dedicated data science training academy was opened only a couple of months ago. There is also a great trend toward businesses and organisations taking the upskilling mandate seriously in the workplace, with programmes designed to improve in-house data science skills already proving effective.
Through such skills development, new and cutting-edge methods of data collection, from geospatial satellite imaging to artificial intelligence, are added to existing resources of mobile data, surveys and other more traditional statistical methods, to create a more holistic and insightful picture of the continent and its inhabitants than ever before. Those who label Africa a “data desert” and give up on using data for their needs are missing a great opportunity – there is no lack of consumer data on the ground, only a perceived lack of methods for managing and making use of it. Huge amounts of data are generated every day, and with a little creative application and plenty of computing power, the sky is the limit in terms of the insights that can be gleaned.
Acer gaming beast escapes
Acer this week unveiled two notebooks that take portable gaming to new extremes.
Acer unveiled two new Predator Helios gaming notebooks this week at the next@acer global press conference in New York. They include the powerful Predator Helios 500, featuring up to 8th Gen Intel Core i9+ processors, and the Predator Helios 300 Special Edition that includes upgraded specs from its predecessor and a distinctive white chassis. Both feature VR-Ready performance, advanced thermal technologies, and blazing-fast connectivity.
“We’ve expanded our Predator Helios gaming notebook line in response to popular demand from gamers seeking extreme performance on the go,” said Jerry Kao, President of IT Products Business, Acer. “The Predator Helios 500 and Helios 300 gaming notebooks feature Acer’s proprietary thermal technologies and powerful components that, coupled with our award-winning software, deliver unparalleled gaming experiences.”
“The 8th Gen Intel Core i9+ processor for gaming and creation laptops is the highest performance Intel has ever delivered for this class of devices; purpose built for enthusiasts who demand premium gaming experiences whether at home or on the go,” said Steve Long, Vice President and General Manager, Client Computing Group Sales and Marketing, Intel. “Intel and Acer’s long relationship has produced amazing products over the years, and the new Acer Predator Helios gaming notebooks are powerful examples of what’s possible with this unprecedented level of performance.”
Predator Helios 500 is a gaming beast featuring overclocking, 4K 144 Hz panels
Designed for extreme gamers, the Predator Helios 500 is a gaming beast. It features up to overclockable 8th Gen Intel Core i9+ processors and overclockable GeForce GTX 1070 graphics. Intel Optane memory increases responsiveness and load times, while ultra-fast NVMePCIe SSDs, Killer DoubleShot Pro networking, and up to 64GB of memory keep the action going, making the Helios 500 the ideal gaming notebook for graphic-intensive AAA titles and live streaming.
Top-notch visuals are delivered on bright, vibrant 4K UHD or FHD IPS 17.3-inch displays with 144Hz refresh rates for blur- and tear-free gameplay. NVIDIA G-SYNC technology is supported on both the built-in display and external monitors, allowing for buttery-smooth imagery without tearing or stuttering. For those looking for maximum gaming immersion, dual Thunderbolt 3 ports, and display and HDMI 2.0 ports support up to three external monitors. Two speakers, a subwoofer, and Acer TrueHarmony and Waves MAXXAudio technology deliver incredible sound and hyper-realistic 3D audio using Waves Nx.
The Helios 500 stays cool with two of Acer’s proprietary AeroBlade 3D metal fans, and five heat pipes that distribute cool air to the machine’s key components while simultaneously releasing hot air. Fan speed can be controlled and customized through the PredatorSense app.
A backlit RGB keyboard offers four lighting zones with support for up to 16.8 million colors. Anti-ghosting technology provides the ultimate control for executing complex commands and combos, which can be set up via five dedicated programmable keys.
Acer’s PredatorSense app can be used to control and monitor the notebook’s vitals from one central interface, including overclocking, lighting, hotkeys, temperature, and fan control.
Predator Helios 300 Special Edition brings a sophisticated design twist to gaming notebooks
Acer’s budget-friendly Helios 300 gaming line sees the addition of a Special Edition model featuring an all-white aluminum chassis accented with gold trim, an unusually chic design for gaming notebooks.
The Helios 300 Special Edition (PH315-51) allows for ultra-smooth gameplay via its 15.6-inch FHD IPS display with an upgraded 144Hz refresh rate. The rapid refresh rate shortens frame rendering time and lowers input lag to give gamers an excellent in-game experience. It’s powered by up to an 8th Gen Intel Core i7+ processor, overclockable GeForce GTX 1060 graphics, up to a 512 GB PCIe Gen 3 NVMe solid state drive, and up to a 2 TB hard disk drive.
The Helios 300 Special Edition also comes equipped with up to 16 GB of DDR4 memory, and is upgradable to 32GB. Intel Optane memory speeds up load times of games and applications, access to information and improves overall system responsiveness. In addition, Gigabit Ethernet provides fast wired connections, while Gigabit Wi-Fi is provided by the latest Intel Wireless-AC 9560 that delivers up to 1.73Gbps throughput when using 160 MHz channels (2×2 802.11ac, dual-band 2.4GHz and 5GHz).
The Helios 300 Special Edition also includes two of Acer’s ultrathin (0.1 mm) all-metal AeroBlade 3D fans designed with advanced aerodynamics and superior airflow to keep the system cool. They can be controlled with Acer’s PredatorSense app, which offers three usage modes:
1. Coolboost mode:
For heavy loading games, rendering, streaming, and extended video consumption
2. Normal mode:
For productivity tools like Microsoft Office
3. Silent mode:
For web browsing and online chatting
Price and Availability
Predator Helios 500 will be available in South Africa in June starting at R34 999.00
Helios 300 Special Edition will be available in South Africa in August 2018. Exact Price will be communicated closer to the time.
LG G7 arrives in SA
LG this week introduced South Africa to its latest premium smartphone, the LG G7 ThinQ, focused on bringing useful and convenient AI features to the smartphone experience.
Powered by the latest Qualcomm Snapdragon 845 Mobile Platform, the LG G7 ThinQ offers 4GB of RAM and 64GB of internal storage to run demanding tasks and apps with. It is equipped with a 6.1-inch Super Bright Display, but the LG G7 ThinQ remains compact enough to use with one hand.
Sporting a new design aesthetic for the G series, the polished metal rim gives the LG G7 ThinQ a sleeker, more refined look, complemented by Gorilla Glass 5 on both the front and the back for enhanced durability. Rated IP68 for dust and water resistance, the LG G7 ThinQ is also awarded MIL-STD 810 c certification, having been subjected to a range of extreme temperature and environment tests designed by the United States military.
The LG G7 ThinQ has an 8MP camera up front, rendering clear and natural selfies, with two 16MP cameras at the back that deliver higher resolution photos with more detail, as well as a Super Wide Angle configuration.
As with other leading brands, LG has evolved its signature camera by including AI functionality. The AI CAM offers 19 shooting modes for intelligence-optimised shots. Users can also improve their photos by choosing from an additional three effect options should the AI CAM recommendation not suit their taste.
The new Super Bright Camera captures images that are up to four times brighter than typical photos shot in dim light. Through the combination of pixel binning and software processing, the AI algorithm adjusts the camera settings automatically when shooting in low light.
Live Photo Mode records one second before and after the shutter is pressed for snippets of unexpected moments or expressions that would normally be missed. Stickers uses face recognition to generate fun 2D and 3D overlays, such as sunglasses and headbands, that can be viewed directly on the display.
New to the G series is Portrait Mode, which generates professional-looking shots with out-of-focus backgrounds. This effect can be generated using both front and rear standard lenses as well as the rear Super Wide Angle lens.
LG G7 ThinQ offers further AI functionality with the inclusion of Google Lens features. Google Lens is a new way to search using the AI and computer vision. Google Assistant and Google Photos allow users to access more information on objects such as landmarks, plants, animals, and books. It can identify text or visit websites, add business cards to contacts, events to the calendar or look up an item on a restaurant menu.
A button just below the volume keys launches the AI functionality. A single tap of this button launches the Google Assistant, while two quick taps launches Google Lens. Users can also hold down the button to start talking to the Google Assistant without the repetition of the OK Google command.
With Super Far Field Voice Recognition (SFFVR) and the highly-sensitive G7ThinQ microphone, the Google Assistant can recognise voice commands from up to five meters away. SFFVR is able to separate commands from background noise, making the LG G7 ThinQ an alternative to a home AI speaker, even when the TV is on. Commands for the Google Assistant have been increased in the LG G7 ThinQ so users can get more done with their voice alone.
“The LG G7 ThinQ is strongly focused on the fundamentals and its launch marks a new chapter for our company,” said Deon Prinsloo, General Manager for Mobile Communication, LG Electronics S.A Pty Ltd. “Through the combination of personalised and useful AI functionalities with meaningful smartphone features, this is LG’s most convenient and in the moment smartphone yet.”
- Mobile Platform: Qualcomm Snapdragon 845 Mobile Platform
- Display: 6.1-inch QHD+ 19.5:9 FullVision Super Bright Display (3120 x 1440 / 564ppi)
- LG G7 ThinQ: 4GB LPDDR4x RAM / 64GB UFS 2.1 ROM / MicroSD (up to 2TB)
- Rear Dual: 16MP Super Wide Angle (F1.9 / 107°) / 16MP Standard Angle (F1.6 / 71°)
- Front: 8MP Wide Angle (F1.9 / 80°)
- Battery: 3000mAh
- OS: Android 8.0 Oreo
- Size: 153.2 x 71.9 x 7.9mm
- Weight: 162g
- Connectivity: Wi-Fi 802.11 a, b, g, n, ac / Bluetooth 5.0 BLE / NFC / USB Type-C 2.0 (3.1 compatible)
- Colours: New Aurora Black
- Others: Super Bright Display / New Second Screen / AI CAM / Super Bright Camera / Super Far Field Voice Recognition / Boombox Speaker / Google Lens / AI Haptic / Hi-Fi Quad DAC / DTS:X 3D Surround Sound / IP68 Water and Dust Resistance / HDR10 / Google Assistant Key / Face Recognition / Fingerprint Sensor / Qualcomm Quick Charge 3.0 Technology / Wireless Charging / MIL-STD 810G Compliant / FM Radio