人工智能与大数据（卷1）：基础概念和模型
1. 针对初学人士，对核心概念进行了详细的解释。
2. 理论和实操并重，采用了真实的案例和数据集进行演示。
3. 向读者展示如何使用开源编程语言（即R语言）将概念投入应用。
4. 章末提供有关概念和实际计算的习题，帮助读者进一步理解。
注意：本书作者为新加坡南洋理工大学高级讲师Chew Chee Hua（中文名：周志华）先生，与《机器学习》作者、南京大学周志华教授不是同一人。请各位读者不要混淆。
本书介绍了人工智能和大数据涉及的核心概念和模型。书中涉及概念包括监督和非监督学习、数据类型、可视化、线性回归、逻辑回归、分类回归树、神经网络等。同时，本书理论和实际并重，基于真实的实例和数据集，引入了R语言演示实际计算和操作，为读者展示解决实际问题的代码，从而让读者掌握在实际生活中解决相关问题的方法。
本书适合想要综合学习人工智能、大数据和数据科学，尤其是想要依靠这些学科解决实际问题的人学习，也适合作为相关课程的参考教材。
Chew Chee Hua(中文名：周志华），新加披南洋理工大学高级讲师，主讲课程包括分析学、机器学习、商业分析及应用机器学习、分析战略等。曾为政府机构、银行、保险公司、医院和大型企业设计和领导高级分析解决方案。
1.1 主要的成功案例和应用 .1
1.1.1 Netflix 的 120 亿美元营收目标 .1
1.1.2 在医院急诊部使用有限的信息拯救生命 .3
1.1.3 癌症诊断与损伤预后 .5
1.1.4 从零开始使用低预算连续赢得 20 场比赛 .6
1.1.5 壳牌公司深海石油钻探的预测性资产维护 .7
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Shipping Delays:
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Exclusions: Gift cards, packaging, taxes, and prior purchases do not count toward the minimum purchase requirement for free shipping. This offer is valid only for shipments to U.S. addresses, including Puerto Rico.
Delivery Details:
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Estimates: Standard shipping within the US typically takes 3-7 business days. These are estimates and not guarantees.
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Shipping Restrictions: We ship to all 50 states, Washington, DC, U.S. territories, and APO/FPO/DPO addresses. Shipping options vary based on the delivery address.
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Remote Areas: Shipments to remote areas may incur additional charges or require pickup from a nearby shipping partner’s location.
Shipping Confirmation:
You will receive a shipping confirmation email with a tracking number as soon as your order is dispatched. If you do not receive this email immediately, please be assured that your items will arrive within the estimated delivery window provided at checkout.
Order Modifications:
If you need to cancel or modify your order, please contact our customer support immediately.
Issues with Delivery:
If your order shows as delivered but you have not received it, please contact the shipping carrier directly to resolve the issue. For persistent problems, contact our customer service at cs@everymarket.com.
Customer Support:
Our team is available 24/7 to assist you with any questions or concerns regarding your order. We are committed to ensuring a smooth shopping experience.
Return & Refund Policy Overview
Please review our return and refund policies below to ensure a smooth transaction process.
Return Policy
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Duration: You have 30 days from receiving your item to initiate a return.
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Condition: Items must be unworn, unwashed, with original tags and packaging intact.
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Shipping Costs: Customers are responsible for return shipping costs.
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Packaging: Ensure returned items are well-packaged to avoid damage during transit.
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Tracking: Use a trackable and insured shipping method as we are not liable for items lost or damaged on return.
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Initiating a Return: Contact us at cs@everymarket.com to start your return. We will provide a return shipping label and instructions upon approval. Returns without prior approval will not be accepted.
How to Return
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Method: Returns must be sent back by mail to the address provided in the return instructions.
Return Label
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Defective Products: Return labels are provided for defective items.
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Non-Defective Returns: Customers are responsible for obtaining their return shipping label.
Product Conditions for Return
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Eligible Products: Returns are only accepted for items in new condition.
Nonreturnable Items
Certain items are not eligible for return:
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Electronic devices after 30 days (e.g., computers, laptops, Kindles)
-
Gift cards, prepaid game cards
-
Perishable goods, live insects, some jewelry, some health and personal care items
-
Customized or personalized products
-
Items with special shipping restrictions
Refund Policy
-
Window: Eligible products may be returned within 30 days of delivery for a refund.
-
Refund Method: Refunds are processed to the original payment method or as store credit for items purchased with gift cards.
-
Processing Time: Refunds are processed within 3-5 business days after we receive the return; please allow additional time for shipping and bank processing.
Claims
Inspect your order upon arrival and report any defects, damages, or incorrect items immediately to allow us to address the issue. For claims, contact our support team with details of the issue.
Exchange Policy
For the quickest service, return your original item and place a new order for the desired product once your return is accepted.
Return Address
EveryMarket Customer Service 2101 E Terra Ln, O'Fallon, MO 63366
Customer Support
Available 24/7 for any questions or assistance needed:
-
Phone: +1 636-312-5925
-
Email: cs@everymarket.com
1. 针对初学人士，对核心概念进行了详细的解释。
2. 理论和实操并重，采用了真实的案例和数据集进行演示。
3. 向读者展示如何使用开源编程语言（即R语言）将概念投入应用。
4. 章末提供有关概念和实际计算的习题，帮助读者进一步理解。
注意：本书作者为新加坡南洋理工大学高级讲师Chew Chee Hua（中文名：周志华）先生，与《机器学习》作者、南京大学周志华教授不是同一人。请各位读者不要混淆。
本书介绍了人工智能和大数据涉及的核心概念和模型。书中涉及概念包括监督和非监督学习、数据类型、可视化、线性回归、逻辑回归、分类回归树、神经网络等。同时，本书理论和实际并重，基于真实的实例和数据集，引入了R语言演示实际计算和操作，为读者展示解决实际问题的代码，从而让读者掌握在实际生活中解决相关问题的方法。
本书适合想要综合学习人工智能、大数据和数据科学，尤其是想要依靠这些学科解决实际问题的人学习，也适合作为相关课程的参考教材。
Chew Chee Hua(中文名：周志华），新加披南洋理工大学高级讲师，主讲课程包括分析学、机器学习、商业分析及应用机器学习、分析战略等。曾为政府机构、银行、保险公司、医院和大型企业设计和领导高级分析解决方案。
1.1 主要的成功案例和应用 .1
1.1.1 Netflix 的 120 亿美元营收目标 .1
1.1.2 在医院急诊部使用有限的信息拯救生命 .3
1.1.3 癌症诊断与损伤预后 .5
1.1.4 从零开始使用低预算连续赢得 20 场比赛 .6
1.1.5 壳牌公司深海石油钻探的预测性资产维护 .7
Shipping Overview:
• Shipping: Standard Domestic Shipping within the United States charges USD 4.99. Standard International Shipping from United Kingdom, Germany and Japan to the United States charges 14.99.
• Order Processing: Please allow 1-2 business days for order processing and preparation before shipment.
• Domestic Shipping: Orders within the U.S. are shipped via USPS or FedEx, depending on the origin of the product. The average transit time is 3-7 business days.
• International Shipping: Currently, we only ship within the USA.
• Tracking Information: Every order is trackable. You will receive a tracking number once your order has been shipped. Products may be shipped from various global fulfillment centers.
Shipping Delays:
Please note that shipping times may vary due to factors beyond our control, such as weather conditions, natural disasters, or peak holiday periods. While we strive to ensure timely delivery, the exact arrival time cannot be guaranteed and is managed by the shipping carrier.
Shipping Options:
-
Standard Delivery: Most orders are shipped within 3-7 business days. Larger items may utilize LTL shipping for safe handling.
-
Handling Time: We handle shipments on business days (Monday - Friday), with a preparation time of 1-2 days.
-
Additional Charges: Some items require additional shipping charges due to their size, weight, or special handling. These charges are specified on the product pages and are not eligible for shipping discounts.
-
Exclusions: Gift cards, packaging, taxes, and prior purchases do not count toward the minimum purchase requirement for free shipping. This offer is valid only for shipments to U.S. addresses, including Puerto Rico.
Delivery Details:
-
Estimates: Standard shipping within the US typically takes 3-7 business days. These are estimates and not guarantees.
-
Shipping Restrictions: We ship to all 50 states, Washington, DC, U.S. territories, and APO/FPO/DPO addresses. Shipping options vary based on the delivery address.
-
Remote Areas: Shipments to remote areas may incur additional charges or require pickup from a nearby shipping partner’s location.
Shipping Confirmation:
You will receive a shipping confirmation email with a tracking number as soon as your order is dispatched. If you do not receive this email immediately, please be assured that your items will arrive within the estimated delivery window provided at checkout.
Order Modifications:
If you need to cancel or modify your order, please contact our customer support immediately.
Issues with Delivery:
If your order shows as delivered but you have not received it, please contact the shipping carrier directly to resolve the issue. For persistent problems, contact our customer service at cs@everymarket.com.
Customer Support:
Our team is available 24/7 to assist you with any questions or concerns regarding your order. We are committed to ensuring a smooth shopping experience.
Return & Refund Policy Overview
Please review our return and refund policies below to ensure a smooth transaction process.
Return Policy
-
Duration: You have 30 days from receiving your item to initiate a return.
-
Condition: Items must be unworn, unwashed, with original tags and packaging intact.
-
Shipping Costs: Customers are responsible for return shipping costs.
-
Packaging: Ensure returned items are well-packaged to avoid damage during transit.
-
Tracking: Use a trackable and insured shipping method as we are not liable for items lost or damaged on return.
-
Initiating a Return: Contact us at cs@everymarket.com to start your return. We will provide a return shipping label and instructions upon approval. Returns without prior approval will not be accepted.
How to Return
-
Method: Returns must be sent back by mail to the address provided in the return instructions.
Return Label
-
Defective Products: Return labels are provided for defective items.
-
Non-Defective Returns: Customers are responsible for obtaining their return shipping label.
Product Conditions for Return
-
Eligible Products: Returns are only accepted for items in new condition.
Nonreturnable Items
Certain items are not eligible for return:
-
Electronic devices after 30 days (e.g., computers, laptops, Kindles)
-
Gift cards, prepaid game cards
-
Perishable goods, live insects, some jewelry, some health and personal care items
-
Customized or personalized products
-
Items with special shipping restrictions
Refund Policy
-
Window: Eligible products may be returned within 30 days of delivery for a refund.
-
Refund Method: Refunds are processed to the original payment method or as store credit for items purchased with gift cards.
-
Processing Time: Refunds are processed within 3-5 business days after we receive the return; please allow additional time for shipping and bank processing.
Claims
Inspect your order upon arrival and report any defects, damages, or incorrect items immediately to allow us to address the issue. For claims, contact our support team with details of the issue.
Exchange Policy
For the quickest service, return your original item and place a new order for the desired product once your return is accepted.
Return Address
EveryMarket Customer Service 2101 E Terra Ln, O'Fallon, MO 63366
Customer Support
Available 24/7 for any questions or assistance needed:
-
Phone: +1 636-312-5925
-
Email: cs@everymarket.com
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