11 Best Laptop For Stock Trading [Reviewed and Tested]
I’ll walk you through and rank the best laptop for stock trading in this article.
A laptop is an essential tool a trader can have, so choosing the correct one is critical. Trading stocks can be lucrative, but you must have the proper tools to maximize your gains.
Having a good laptop makes your trading experience much better, and it is crucial to maintain a work-life balance. In this guide, I review 11 of the best laptops for stock trading so that you may find the ideal match for your needs.
Factors to Consider While Buying the Best Laptops for Stock Trading
Stock trading laptops must have high durability, accuracy, and power to perform the tough job efficiently and smoothly. Let’s look at some crucial considerations for choosing the best trading laptop below:
Design
An ultra-slim laptop would be suitable for a stock trader who is always on the go. Although most ultra-slim laptops are expensive, they are worth every penny because of their high-quality build and professional design. Heat dissipation vents are also present on high-end laptop models to prevent overheating.
Battery Life
Always opt for powerful and power-efficient processors. An Intel processor with a “U” suffix is preferred because it consumes little power and promotes a long battery life.
Performance
A powerful processor is essential if you’re a stock trader, as you’ll likely have multiple tabs open and processing data. You should also look for Core i3 processors, higher RAM, and solid-state drives (SSDs) to ensure your business runs smoothly.
Screen Size
Stock traders often get glued to the laptop screen, and thus, they pay close attention to its screen size. A larger screen size provides a more pleasant viewing experience, while a smaller screen size sometimes causes eye strain. Besides screen size, high-resolution screens are crucial.
Comparison of Best Laptop for Stock Trading
IMAGE | MODEL | SCREEN SIZE | FEATURES | COST | RATING |
 | Apple MacBook Pro | 16.2 inches | 1 TB hard disk size, 16 GB RAM memory, Mac OS operating system | CHECK PRICE | 4.7 / 5 |
 | Dell XPS 9310 | 13.4 inches | 512 GB hard disk size, Core i7 Family CPU model, 16 GB RAM memory | CHECK PRICE | 4.5 / 5 |
 | Microsoft Surface Pro 6 | 12.3 inches | 256 GB memory storage capacity, 2736×1824 Pixels display resolution(maximum), New 8th Generation Intel Core processor | CHECK PRICE | 4.6 / 5 |
 | Asus Flagship Zenbook Flip 15 | 15.6 inches | 512 GB hard disk size, Core i7 CPU model, 16 GB RAM memory | CHECK PRICE | 4.5 / 5 |
 | Huawei MateBook X Pro Signature Edition | 13.9 inches | 256 GB hard disk size, 8 GB RAM memory, Windows 10 Home operating system | CHECK PRICE | 4.1 / 5 |
 | Dell Vostro 15 5510 | 15.6 inches | 512 GB hard disk size, Core i7 CPU model, 16 GB RAM memory | CHECK PRICE | 4.5 / 5 |
 | ASUS ZenBook 14 UX433FA | 14 inches | 512 GB hard disk size, Intel Core i7 CPU model, 16 GB RAM memory | CHECK PRICE | 4.2 / 5 |
 | HP Envy 13-aq0044nr | 13.3 inches | 512 GB hard disk size, Core i7 Family CPU model, 16 GB RAM memory | CHECK PRICE | 4.4 / 5 |
 | Lenovo Legion 5 15 Gaming Laptop | 15.6 inches | 1 TB hard disk size, Ryzen 7 5800H CPU model, 32 GB RAM memory | CHECK PRICE | 3.9 / 5 |
 | Flagship Dell Inspiron 15 5000 | 15.6 inches | 512 GB hard disk size, Core i5 CPU model, 16 GB RAM memory | CHECK PRICE | 3.8 / 5 |
 | Dell Inspiron 13 | 13.3 inches | 2 TB hard disk size, Core I7 11370H CPU model, 2 GB RAM memory | CHECK PRICE | 3.7 / 5 |
Let us explore each of the listed Laptops for stock trading.
Best Laptop For Stock Trading You Can Buy
The best laptop for stock trading is listed below and ranked based on performance. These laptops allow you to trade forex, bitcoin, and other financial assets in addition to stocks, whether you’re a day trader, swing trader, or long-term investor.
Apple MacBook Pro
One of the best laptop for stock traders & software developers
SPECIFICATIONS
- 16.2 inches screen size
- 1 TB hard disk size
- 16 GB RAM memory
- Mac OS operating system
- Integrated graphics card description
- M1 Pro graphics coprocessor
- 1080p FaceTime HD camera with advanced image signal processor
- Six-speaker sound system with force-canceling woofers
- Up to 8TB of superfast SSD storage
- Up to 64GB of unified memory
- 21 hours long battery life
TODAY’S BEST DEALS
The Apple MacBook Pro provides 1TB of SSD storage, allowing you to keep data, apps, and files. In addition, you can open apps and retrieve files quickly with SSD storage. The Apple M1 chip’s 10 cores can efficiently analyze stock trading.
This laptop’s long battery life impressed me. It can run for up to 21 hours without charging, so you can trade for extended periods efficiently.
The large 16 inches screen lets you see more content, thus allowing you to evaluate your options before trading, resulting in higher profits. You can work more efficiently because of the size.
Stock trading gets a swift rendering quality from the 32-core graphics card.
The laptop’s small and portable structure is ideal for stock trading. You can carry it wherever you want, thus allowing you to trade anytime.
16GB of RAM helps you keep everything flowing smoothly. You can run multiple programs without lag, which is excellent for stock trading. The Retina XDR display produces exceptional photographs with superb definition, providing you with a better trading experience.
Using the Neural Engine’s 16-core machine learning performance, you can take advantage of automated trading.
The device’s WiFi connection allows you to connect to the internet efficiently. This feature is beneficial for stock trading since everything is done online. Fast web browsing will enable you to trade more seamlessly.
Dell XPS 9310
Super small and powerful laptop
SPECIFICATIONS
- 13.4 inches screen size
- 512 GB hard disk size
- Core i7 Family CPU model
- 16 GB RAM memory
- Windows 11 operating system
- Iris Xe Graphics card description
- 11th Gen Intel Core mobile processors
- Slim and Light feature
- Wi-Fi 6 technology
- Remarkably thin and light touchscreen laptop
- Built-in lid sensor with a new press fit hinge
- 2 Year On-Site/In-Home and 6 months Dell Migrate
TODAY’S BEST DEALS
The Dell XPS comes equipped with an Intel Core i7-1185G7 CPU, perfect for multitasking and running different applications. This CPU provides a 12MB cache and a maximum frequency of 4.8 GHz, guaranteeing that you can trade stocks without any issues.
The powerful GPU in the Dell XPS provides an excellent experience when trading stocks. The Dell XPS offers 16GB LPDDR4 RAM that lets you trade stocks rapidly and efficiently.
The Dell XPS is equipped with a 512GB M.2 PCIe SSD, which is ideal for storing lots of data. Its dual-channel configuration helps to boost the performance of your computer.
You can connect two displays to your laptop using DisplayPort and have a great stock trading experience.
The Dell XPS lets you link numerous devices to your computer using Bluetooth 5.0. This will allow you to have an outstanding time trading stock.
You can trade stocks from any location with the Dell XPS’s backlit keyboard and enjoy movies with the OLED display. The excellent design of the Dell XPS is the ideal laptop for trading stocks.
Microsoft Surface Pro 6
Great for both personal and business use
SPECIFICATIONS
- 12.3 inches screen size
- 256 GB memory storage capacity
- 2736×1824 Pixels display resolution(maximum)
- New 8th Generation Intel Core processor
- 13.5 hours of video playback
- Best-in-class laptop
- Ultra slim and light
TODAY’S BEST DEALS
The Microsoft Surface Pro 6 offers an 8th Generation Intel Core i5 processor, 8GB of RAM, and 128GB of storage, which is quite impressive for a laptop. In addition to its curved edges, this model has 2-speaker systems on both sides, which are said to have excellent sound quality.
The Surface Pro 6 is practically identical in size and weight to its predecessor, having the same attractive 12.3” screen, the same front-firing speakers, and the same brilliant kickstand on the back. A magnesium body with roughly rounded edges is likewise present for hand-held comfort.
The Surface Pro 6 can handle any task, from playing high-quality games to editing multiple 4K video files, thanks to the 8th Generation Intel Core processor and the integrated Intel UHD 620 graphics chip. Its new thermal design also ensures the device is quiet during daily operations.
The Type Cover for the Surface Pro 6 provides the best typing experience with up to nine hours of battery life.
Asus Flagship Zenbook Flip 15
One of the best laptop for stock trading
SPECIFICATIONS
- 15.6 inches screen size
- 512 GB hard disk size
- Core i7 CPU model
- 16 GB RAM memory
- Windows 10 operating system
- NVIDIA GeForce GTX 1650 graphics coprocessor
- Dedicated card description
- 2 x Thunderbolt 4 USB-C
- 10 hours of battery life
- Backlit Keyboard
- Bluetooth 5.0
TODAY’S BEST DEALS
The Asus Zenbook Flip 15 is a versatile laptop suitable for stock trading. Its 2-in-1 design makes it ideal for mobile trading, and its quad-core i7 CPU and dedicated GeForce GTX 1650 with Max-Q graphics card provide the horsepower you need to trade stocks effectively.
You can access your trading data and files on the go via the touchscreen display and SD card reader. The speakers deliver clear, high-quality sound for watching stock market videos or listening to financial news.
The Asus Zenbook Flip 15 laptop is powered by an 11th Generation Intel Quad-core i7-1165G7 (Base Clock 2.8GHz). It has a max boost clock up to 4.7GHz and 12MB of Smart Cache, allowing you to run several applications simultaneously without lagging.
The ASUS Zenbook Flip 15 comes with an NVIDIA GeForce GTX 1650 Max-Q graphics card with an integrated Intel Iris Xe Graphic. With this card, you can run graphics-intensive stock trading applications without difficulty. In addition, it saves battery life by using an integrated graphics card.
The ASUS ZenBook Flip 15 has a 512GB M.2 PCIe NVMe Solid State Drive. The SSD will store all your stock trading programs, files, and applications and boost your system’s performance.
The wireless standard allows you to connect to the internet and other devices easily. Wi-Fi 6 802.11ax is the most recent and advanced wireless technology and will provide you with a faster, more reliable connection.
Huawei MateBook X Pro Signature Edition
Exceptional ultrabook on the market
SPECIFICATIONS
- 13.9 inches screen size
- 256 GB hard disk size
- 8 GB RAM memory
- Windows 10 Home operating system
- 3K touchscreen
- UHD620 graphics coprocessor
- Integrated card description
- One touch power button
- 1500:1 contrast ratio
- 1.6 GHz CPU speed
- 260 PPI
TODAY’S BEST DEALS
With 2.93 pounds, the MateBook X Pro is a traditional clamshell laptop with an all-metal unibody design. The device features include an 8th-generation Intel core processor, an Nvidia GeForce MX150 graphics card with 2GB of GDDR5 memory, and integrated graphics.
The MateBook X’s 13.9-inch screen with 3K resolution is a pleasing sight, as is the Dolby Atmos speakerphone technology. The sound quality is outstanding, even at maximum volume.
The MateBook X Pro includes a function button between the F6 and F7 keys to make it easier to use. Despite covering the width of the entire machine, the keyboard buttons are pretty big.
If you look closely at the keyboard, you’ll notice a function button between the F6 and F7 keys. That’s where Huawei has placed the camera on the particular MateBook X Pro.
Bloatware can slow down your device, but the Signature Edition of Windows 10 prevents this from happening. This laptop has an Intel Core i7-7500U and 8 GB RAM, which means it handles light jobs and web browsing with ease. If you don’t use the touchpad, the laptop works smoothly and meets users’ basic needs.
It’s also popular in engineering work, making it ideal for students taking AutoCAD courses and those working in engineering and doing stock trading.
Dell Vostro 15 5510
One of the top laptop for trading
SPECIFICATIONS
- 15.6 inches screen size
- 512 GB hard disk size
- Core i7 CPU model
- 16 GB RAM memory
- Windows 10 Pro operating system
- Intel Integrated Graphics coprocessor
- Integrated card description
- 1920×1080 FHD resolution
TODAY’S BEST DEALS
The Dell Vostro 15 55-inch laptop is one of the best laptop for stock trading. It is my favorite choice for stock traders who seek a formidable and long-lasting machine to fulfill all their requirements.
The Dell laptop features an 11th Gen i7 Series processor, which makes it perfect for multitasking. Its top-of-the-line graphics can handle all your graphics needs.
The 11th Gen i7-11370H Quad-Core Processor CPU can easily handle the stock trading software.
Because of the NVIDIA GeForce MX450 Graphics card with 2GB GDDR5 VRAM, you do not have to worry about compatibility issues or lagging while working on projects.
Its processor has a Turbo Boost of 4.8GHz (3GHz base clock), making it fast & powerful enough to handle all stock trading software. Its graphics card is ideal for stock trading and will ensure a smooth and glitch-free experience while working on your projects.
You can work on several projects at once with ease, thanks to its RAM and storage capacity.
This laptop has an FHD non-touch narrow border WVA display with viewing angles of 178 degrees, so you can easily view all your important projects and documents without straining your eyes.
Its ports make it simple to transfer data between devices or connect an external hard drive if required while working on projects.
ASUS ZenBook 14 UX433FA
An excellent premium feel laptop
SPECIFICATIONS
- 14 inches screen size
- 512 GB hard disk size
- Intel Core i7 CPU model
- 16 GB RAM memory
- Windows 10 Home operating system
- Intel UHD Graphics 620 coprocessor
- Integrated card description
- Exclusive Ergo Lift design
- Built-in IR Camera for facial recognition
- Sleek and lightweight
TODAY’S BEST DEALS
The ASUS ZenBook 14 UX433FA-DH74 has a beautiful 92 percent screen-to-body ratio. Its weight is about 2.4 pounds, and its thickness is up to 0.6 inches. Its Ergolift hinge allows the keyboard to be lifted to about 3 degrees for improved typing comfort.
The ZenBook UX433FA is the perfect companion for office workers due to its powerful anti-glare capabilities, excellent viewing angles, and vibrant colors on its 14-inch Full HD display.
The trackpad has a built-in numeric keypad to help accountants work with numbers quicker and more accurately, even in low-light environments. In addition, the keyboard includes a backlight with three lighting modes for editing.
The Zenbook UX433 is an excellent choice if you want a laptop with high-quality sound. Whether you’re listening to music or watching movies, you’ll get an immersive experience. With 6.5 hours of battery life for essential office work and up to 4 hours for heavy work, the UX433 is a decent choice.
HP Envy 13-aq0044nr
Powerful ultrabook with a heavy dose of premium
SPECIFICATIONS
- 13.3 inches screen size
- 512 GB hard disk size
- Core i7 Family CPU model
- 16 GB RAM memory
- Windows 10 Home operating system
- NVIDIA GeForce MX250 graphics coprocessor
- 4K IPS micro-edge WLED-backlit touchscreen
- 178-degree wide-viewing angles
- Dedicated card description
- Cutting-edge security
- Distinctive design
- Durable
TODAY’S BEST DEALS
The HP Envy 13-aq0044nr is a worthy competitor of the ASUS ZenBook 14 because of its remarkable 97% screen-to-body ratio. This laptop has a thin bezel surrounding a 13.3-inch, 4K (3840 x 2160) touchscreen and weighs 2.93 pounds.
The HP Envy 13-aq0044nr has an Intel Core i7, 16GB of RAM, and an Nvidia MX250 GeForce graphics card. Users can enjoy the best experiences with any type of job, including watching movies, video rendering, and more.
The HP Envy 13 has a combination audio jack, three USB 3.1 ports, a MicroSD slot, a power port, and a webcam kill switch.
The Envy 13’s Core i7-8565U CPU and efficient display help it to deliver excellent battery life. Ultrabooks generally have shorter battery life than the Envy 13, but this ultrabook can last up to 10 hours on a single charge.
Lenovo Legion 5 15 Gaming Laptop
Perfect for stock traders
SPECIFICATIONS
- 15.6 inches screen size
- 1 TB hard disk size
- Ryzen 7 5800H CPU model
- 32 GB RAM memory
- Windows 10 operating system
- NVIDIA GeForce RTX 3050 Ti graphics coprocessor
- Dedicated card description
- 4-Zone RGB LED backlit
TODAY’S BEST DEALS
The Lenovo Legion is equipped with advanced thermal control, allowing you to work for a long time without the device getting overheated. The Legion Coldfront 3.0 with zero throttling ensures that the laptop is cool and quiet.
The Lenovo Legion 5 laptop has a balanced CPU/GPU performance that improves performance. As a result, you can enjoy the highest possible FPS. You can choose the latest model, which includes dual-fan cooling and improved heat fins, to keep your laptop cool and prevent overheating when running intense stock trading applications.
The Legion TrueStrikekeyboard is a pleasure to use, thanks to its excellent design. Its large arrow keys, number keys, and one-piece trackpad make it fast and accurate.
The laptop is helpful for more than just stock trading. With Dolby Vision and 100% sRGB color accuracy, you can experience lifelike images for an immersive viewing experience. This laptop is smooth to use with a 165Hz refresh rate and 3ms response times.
Flagship Dell Inspiron 15 5000
Laptop with fast processing speed
SPECIFICATIONS
- 15.6 inches screen size
- 512 GB hard disk size
- Core i5 CPU model
- 16 GB RAM memory
- Windows 10 operating system
- Intel Iris Xe Graphics coprocessor
- Integrated card description
- Bluetooth 5.1
- Backlit Keyboard
TODAY’S BEST DEALS
The Dell Inspiron laptop is a great stock-trading laptop because it has all the required trade features. In addition, it has a great design, so you can quickly move it from one location to the next.
The laptop has a great price and mid-range processors and graphics cards, making it suitable for various tasks, including stock trading.
This machine’s Intel Quad-Core i5-1135G7 Processor is perfect for stock trading since it can handle several applications without problems. This laptop has an 8MB cache so that you can store data without any trouble. The max turbo frequency is 4.2 GHz so that you can finish your work quickly and without problems.
The Intel Iris Xe Graphics on the laptop is excellent for stock trading because it allows you to use more advanced graphics without difficulty.
Having 16GB DDR4 RAM on the laptop is excellent for stock trading since it allows you to run many applications without delay. In addition, the DDR4 RAM is quicker than the DDR3 versions so you can access your information quickly and efficiently.
Having a 15.6-inch FHD (1920 x 1080) Anti-glare LED Backlight Narrow Border WVA display, the laptop is excellent for stock trading because it provides sharp images to see everything. This display is ideal for stock trading because it allows a clear view of all your important files and data at high resolutions.
You can connect it to a TV or display via the HDMI 1.4 port without issues. This is ideal for stock trading because you can view all your important files and data on a larger screen without worrying about anything.
Using the laptop’s 1 x MicroSD Card Reader, you can quickly transfer data between devices. It’s great for stock trading, as you can store all your important files, videos, and other media without worrying about running out of storage anytime soon.
Dell Inspiron 13
Fit for stock traders
SPECIFICATIONS
- 13.3 inches screen size
- 2 TB hard disk size
- Core I7 11370H CPU model
- 2 GB RAM
- Windows 10 Home operating system
- NVIDIA GeForce MX450 graphics coprocessor
- Powerful 11th Gen i7 Processor
- Dedicated card description
TODAY’S BEST DEALS
Dell Inspiron 13 laptop is excellent for stock trading thanks to its large RAM of 16GB and speedy storage drive of up to 1TB. The nice aspect of this laptop is that it is lightweight and portable.
The Dell Inspiron 13 comes with an 11th Generation Intel Core i7-11370H processor. This allows you to multitask quickly and finish your work without delay. Its speedy processor will enable you to move around and operate in different windows without any slowdowns or other problems.
You can work on high-resolution photos and videos without lag with an NVIDIA GeForce MX450 with 2GB GDDR6 graphics memory. Its graphics card is suitable for stock trading because it allows you to open multiple windows without hassle.
With 16GB of RAM, this laptop can store all your essential data and files without worrying about space. The DDR4 RAM also helps multitask and allows you to work on multiple windows without problems.
This notebook’s thin bezel allows you to increase your workspace to see all your work in high quality without getting distracted or experiencing other issues.
The Dell Inspiron 13 comes with the newest Wi-Fi 6 802.11ax to ensure you can connect to any network without difficulty. Bluetooth 5.0 is also present so that you can connect your devices to it without any issues.
Buyer’s Guide: Best Laptop for Stock Trading
Benefits of a Laptop for Stock Trading
Traders used to rely on newspapers for up-to-the-minute information to make well-informed decisions concerning stock, forex, or option trading. No one foresaw how quickly technology would advance, causing newspapers to become irrelevant. Cryptocurrencies were not yet born, and no one imagined they would ever be.
Traders can now buy and sell orders in seconds with real-time market analysis and news tools, ultra-fast data transfer via high-speed internet connections, and the best laptop for stock trading, forex trading, and crypto trading.
An excellent laptop for traders offers:
- Amazing display
- Long lasting batteries
- Fast SSD storage & high-quality RAM
- Great ports to attach external monitors
- The fast central processing unit
- Excellent trackpad & backlit keyboard for night trading sessions.
Minimum and Recommended System Requirements
Long-term stock investors who are dedicated to holding their investments for the long term still rely on HTML-based stock research websites for research. That approach has modest system requirements and is adequate for the sort of investment they handle.
A laptop that smoothly and flawlessly operates may be required, whether using one trading software or many for charting, high-speed trade executions, and extensive analysis. There are many options, but a laptop that operates smoothly and flawlessly is necessary either way.
Less active investors may use the following system requirements. Active traders who require ultimate trading laptop power to guarantee accurate and quick trade executions may use the recommended system requirements.
Minimum System Requirements for Investors
- The display should be 15.6-inch Full HD (with a 1920 x 1080 resolution)
- 16 GB RAM
- CPU should be 12th Gen Intel Core i5
- 256GB SSD storage capacity
- Up to 5 hours battery after full charge
Recommended System Requirements for Active Traders
- The display should be 15.6-inch Full HD (with a 1920 x 1080 resolution)
- 32GB RAM
- CPU should be 12th Gen Intel Core i9
- 512GB SSD storage capacity
- Up to 10 hours battery after full charge
Microsoft Office programs such as Microsoft Excel can be handled easily with either recommendation.
Frequently Asked Questions on Best Laptop for Stock Trading
1. What kind of computer do you need for day trading?
When looking for a trading computer, search for one with an Intel i5 processor (4 to 6 cores). An SSD hard drive (solid-state drive) is the most reliable for retrieving information quickly.
2. How much RAM do I need for day trading?
A day trader’s desktop should have at least 8 GB of RAM (16 GB is preferred) to view all the data and make quick decisions. A fast CPU (central processing unit) is required to accomplish this.
3. Can you use a laptop for trading?
It’s excellent that trading laptops are as powerful as trading desktops, so you should get one if you plan on traveling a lot.
4. Which processor is best for trading?
In most scenarios, you should use the i7-8700k or 9700k to run trading software because of their multicore processors (16 threads total, with up to eight physical cores) and high GHz clock speeds per core.
5. Is laptop required for trading?
A basic laptop configuration will suffice for trading unless you plan to upgrade your laptop as you become more successful in the future. I suggest purchasing a less costly model and upgrading your laptop as you become more successful. I use my laptop’s Pentium I3 processor @1.4 GHz and 4 GB Ram.
6. Can a MacBook be powerful enough for stock trading?
The MacBook Pro is a good value because of its beautiful, sophisticated design and strong performance. For example, the Apple MacBook Pro 13” 2019 operates without problems and is simple and light to transport.
7. What programs or software are often used by traders?
Programs or software that traders often use include:
- Tradespoon – for almost every level
- Charles Schwab – for professional traders
- E-Trade – for intermediate to professional traders
- eOption – for professional traders
8. Why 16GB is the minimum RAM requirement for stock trading notebooks?
Stock trading software and fundamental analysis tools must run quickly as a professional stock trader and investor. In addition, you must be able to open multiple charts, trade quickly, and avoid problems when trading for real money. 16GB of RAM is sufficient to achieve this.
Related Topics:
- Best 4K Laptop in 2022: The Complete Guide
- 8 Best 240 Hz Monitor In 2022 [Tested & Compared]
- QHD vs FHD: Which One Should You Choose in 2022?
Summary: Best Laptop for Stock Trading
To become a successful stock trader, you must carefully select the tools you will use. Of course, trading software is one of the most important aspects since you may lose a lot of money if you use the wrong one.
You should remember that a top-quality laptop is as essential as it may entirely support your trading programs and even exceed them.
I hope you found this helpful guide on the best laptop for stock trading.
Comment down your opinions in the comment section! Thank you!
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Mark Dalio
Mark is a tech-obsessed serial entrepreneur who also enjoys reading and writing. He has a strong urge to keep learning and talking about technology, which led him to become an author. Mark has co-founded two successful startups, one of which was acquired in 2018.
