POSTED: 28 June, 2024
Which Laptop Is Best for AI And Analytics Workloads In 2024?
The best laptops for AI and analytics workloads in 2024 are powerful, efficient and easy to use. However, with so many options available, choosing your laptop with caution is vital. Never compromise on your laptop’s specifications and features. We recommend laptops from top manufacturers such as Apple, ASUS, HP, and Dell for uncompromised and reliable performance.
Are you looking for the best laptops for AI or analytics workloads in 2024, the best laptops for data science, or a high-end laptop for data analysts? If yes, you are in for a pleasant surprise, as today, we will discuss and cover the top laptop choices for AI professionals and data analysts for 2024. However, before we move on to them, here’s a brief introduction to AI and analytics workloads.
Introduction to AI and Data Analytics Workloads
According to the latest research and reports, the AI market is growing at an unprecedented rate and is projected to reach $407 billion by 2027. The use of AI tools also remains widespread- 1 million users signed up on ChatGPT after the first five days of its release. Businesses and individuals are happy and satisfied with AI, and 60% of the companies today believe that AI will increase productivity. AI tools such as Salesforce Einstein, Tensorflow, Cortana, Google Assistant, Microsoft Azure, and IBM Watson remain popular among AI professionals and aspiring AI enthusiasts.
At the same time, data analytics helps businesses optimise their performance in many ways, improving performance and maximising profits. It also assists them in making strategically guided decisions. Data analysts mainly use top data analytics tools for their analytical workloads. These include Qlik Sense, Jupyter, Looker, Microsoft Power BI, Altair Rapidminer, Tableau, and Google Analytics.
However, it is necessary to have a robust and dependable laptop to efficiently run the above AI and data analytics software and to handle intensive analytics workloads.
Top 8 Specifications and Features to Look for in a Laptop for AI and Analytics Workloads in 2024
Here are the top 8 specifications and features to look for in a laptop for AI and analytics workloads in 2024.
High-End Processor
The best laptops for AI have a high-end processor with a high core count. We recommend Intel Core i9 or AMD Ryzen 9 processors with 8+ cores and 16+ threads for nonstop and unbeatable performance.
Ample RAM and SSD
Ample RAM and SSD are crucial for a machine learning laptop and for other AI/analytics workloads. Go for at least 32GB of RAM and ECC memory so your laptop can efficiently handle multiple applications, software, and datasets. A 512GB SSD (minimum) is best for AI and data analytics workloads. High RAM and SSD will ensure speed and efficiency, enabling you to save and access your files in one place for smooth and enhanced use.
Dedicated Graphic Card
Anyone looking for the best laptops for AI and analytics workloads should consider a laptop with a dedicated graphic card, as it will ensure faster and uninterrupted performance.
High-Quality Display
Your laptop for AI and analytics workloads in 2024 should have a high-quality display for excellent visual clarity when operating technical AI and analytics tools and software. Data analysis requires a high amount of precision, which is only possible with a quality display.
Buy a laptop with a high-resolution display, perfect colour accuracy, sharpness, and wide colour gamut (4K OLED or P3 wide gamut). Ensure that the display is crisp and vibrant for precision and detail.
Battery Life
Battery life plays a crucial role in efficiently executing AI tasks and analytics workloads. It should be a top priority when looking for the best laptops for AI. Heavy AI and analytics workloads can quickly drain a laptop’s battery, so your laptop should have a solid and long battery life for constant use.
Lightweight and Portable
AI professionals and analysts often use their laptops on the go and need a lightweight, portable laptop. Try to find laptops that balance portability and performance, such as slim Ultrabooks for flexible and uninterrupted use.
Connectivity/Ports
The best laptops for AI and analytics workloads in 2024 have ample connectivity options, such as USB 3.0, USB 3.1, Thunderbolt 4, DisplayPort, and HDMI. Multiport support will enable you to connect your laptop with external peripherals such as mice, keyboards, speakers, projectors, and others for presentations, collaborations, improved learning, and other uses.
Effective Cooling Systems
Experts recommend a laptop with effective cooling systems for AI and analytics workloads in 2024, as both can generate high heat. Efficient cooling systems with heat pipes, advanced fan controls, and ample vents will provide stable and optimal performance, ensuring effective heat transfer, cooling, and airflow for continuous use.
The Best 5 Laptops for AI and Analytics Workloads in 2024
Here are our top 5 recommendations for freelancers and professionals looking for the best laptops for AI, top-end laptops for data analysis and machine learning, and budget laptops for AI and analytics workloads in 2024.
Apple MacBook M3 Pro (2023): Cutting-Edge AI LaptopThe Apple MacBook M3 Pro (2023) is a powerhouse for AI and analytics workloads in 2024. It features an Apple M3 Pro 11-core processor, 36GB RAM, and a 1TB SSD, offering exceptional performance for multitasking and demanding software. Its 14-inch Liquid Retina XDR display, with a resolution of 3024 x 1964, delivers stunning visuals and immersive experiences, making it perfect for professionals who demand precision. Lightweight and portable, this MacBook is an ideal companion for work on the go. It also includes macOS, renowned for its intuitive interface and productivity tools. Enhanced with an HD camera, high-quality speakers, and accelerated hardware, this laptop ensures lag-free performance and extended battery life. Whether for AI development, analytics, or everyday tasks, the Apple MacBook M3 Pro (2023) stands out as a reliable and powerful choice. Shop Apple MacBook M3 Pro |
HP ZBook Power 15: AI & Data Analytics ReadyThe HP ZBook Power 15 is a standout laptop for AI and data analytics professionals. Featuring an AMD Ryzen 9 7940HS octa-core processor, 32GB RAM, and a 1TB SSD, this laptop handles complex workflows and multitasking with ease. Its 15.6-inch Full HD IPS display (1920 x 1080 resolution) provides stunning clarity, while NVIDIA RTX 2000 Ada graphics deliver exceptional visuals for demanding workloads. With Windows 11 Pro, the ZBook offers seamless integration of productivity tools and a user-friendly experience. Lightweight and portable (weighing 2 kg), it supports a range of connectivity options like HDMI, USB 3.2, and Thunderbolt 4. It also boasts an 83 Wh battery capacity for extended use, ensuring constant productivity on the go. Shop HP ZBook Power 15 |
Lenovo ThinkPad P16: Powerful AI & Data Analytics LaptopThe Lenovo ThinkPad P16 is a powerhouse for AI and data analysis, featuring an Intel Core i9-13980HX 24-core processor, 32GB RAM, and 1TB SSD for seamless multitasking and exceptional performance. The 16-inch WQXGA IPS display (2560 x 1600 resolution) provides vivid clarity, perfect for analyzing complex datasets. With NVIDIA RTX 3500 Ada graphics and Windows 11 Pro, this laptop handles demanding software effortlessly. It supports a wide range of connectivity options, including HDMI, USB 3.2, and Thunderbolt 4, ensuring maximum flexibility for professionals. Weighing just 2.95 kg, the Lenovo ThinkPad P16 offers a durable design with built-in speakers, a backlit keyboard, an integrated webcam, and a fingerprint sensor, making it the ideal choice for AI professionals who need power and portability in one package. Shop Lenovo ThinkPad P16 |
Lenovo ThinkPad P1 Gen 5: High-Performance Laptop for AI & AnalyticsThe Lenovo ThinkPad P1 Gen 5 is designed for demanding AI and analytics workloads. Powered by an Intel Core i9 14-core processor with a 3.80 GHz clock speed, it offers efficient processing for AI computations and data tasks. Its 16-inch WQUXGA IPS display with a 3840 x 2400 resolution delivers exceptional contrast and clarity, making it ideal for professionals. With 32GB RAM, 1TB SSD, and an NVIDIA GeForce RTX 3080 Ti graphics card, this laptop ensures smooth performance and quick access to files. It supports a variety of ports including USB, HDMI, and Thunderbolt 4, ensuring seamless connectivity with external devices. Bluetooth 5.2 and Wi-Fi further enhance connectivity. At just 1.81 kg and with a long-lasting 90 Wh battery, the ThinkPad P1 Gen 5 is highly portable and perfect for on-the-go professionals. Features like a backlit keyboard, integrated webcam, fingerprint sensor, and built-in speakers elevate both functionality and security. The Lenovo ThinkPad P1 Gen 5 stands out as one of the best laptops for AI, handling extensive datasets, machine learning, cloud platforms, and AI applications with ease. Shop Lenovo ThinkPad P1 Gen 5 |
Conclusion
A laptop for AI and analytics workloads in 2024 should offer powerful processing and ample memory and space. Ideally, it should feature a dedicated graphic card (for AI tasks such as deep learning) and be able to process complex visual data without any disturbances. Additionally, the laptop should feature a high-resolution display, optimised cooling, and versatile connectivity. It should be easy to use, portable, and offer constant access with long battery life.
While many laptops for AI and analytics workloads will be available in 2024, we recommend the above for handling demanding computational tasks, machine learning, and data science projects. These laptops facilitate data-driven insights and can easily handle intensive AI and analytics software.
Many qualities set the best laptops for AI professionals and analysts apart from regular and standard laptops. Some might find these laptops expensive. However, they offer value for money and are a one-time investment, offering reliable, dependable, and stable performance.
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