Zero to Ai
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10:00:18
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00001 Chapter 1. An introduction to artificial intelligence.mp4
09:06
00002 Chapter 1. The engine of the AI revolution - machine learning.mp4
05:19
00003 Chapter 1. What is artificial intelligence after all.mp4
06:45
00004 Chapter 1. Our teaching method.mp4
04:07
00005 Part 1. Understanding AI.mp4
01:48
00006 Chapter 2. Artificial intelligence for core business data.mp4
06:40
00007 Chapter 2. Using AI with core business data.mp4
06:10
00008 Chapter 2. Adding AI capabilities to FutureHouse.mp4
10:34
00009 Chapter 2. The machine learning advantage.mp4
09:00
00010 Chapter 2. Case studies.mp4
13:59
00011 Chapter 2. How Square used AI to lend billions to small businesses.mp4
12:23
00012 Chapter 2. Evaluating performance and risk.mp4
07:05
00013 Chapter 3. AI for sales and marketing.mp4
05:46
00014 Chapter 3. Predicting churning customers.mp4
09:16
00015 Chapter 3. Using AI to boost conversion rates and upselling.mp4
09:56
00016 Chapter 3. Unsupervised learning or clustering.mp4
08:53
00017 Chapter 3. Unsupervised learning for customer segmentation.mp4
06:10
00018 Chapter 3. Measuring performance.mp4
09:42
00019 Chapter 3. Tying ML metrics to business outcomes and risks.mp4
05:45
00020 Chapter 3. Case studies.mp4
10:47
00021 Chapter 3. AI to anticipate customer needs - Target.mp4
09:57
00022 Chapter 4. AI for media.mp4
08:20
00023 Chapter 4. Using AI for image classification - deep learning.mp4
08:14
00024 Chapter 4. Using transfer learning with small datasets.mp4
10:07
00025 Chapter 4. Using content generation and style transfer.mp4
12:36
00026 Chapter 4. Case study - optimizing agriculture with deep learning.mp4
10:14
00027 Chapter 5. AI for natural language.mp4
05:26
00028 Chapter 5. Breaking down NLP - Measuring complexity.mp4
05:51
00029 Chapter 5. Adding NLP capabilities to your organization.mp4
05:12
00030 Chapter 5. Sentiment analysis.mp4
07:23
00031 Chapter 5. From sentiment analysis to text classification.mp4
07:16
00032 Chapter 5. Scoping a NLP classification project.mp4
06:05
00033 Chapter 5. Natural conversation.mp4
08:26
00034 Chapter 5. Designing products that overcome technology limitations.mp4
05:24
00035 Chapter 5. Case study - Translated.mp4
09:57
00036 Chapter 5. Case questions.mp4
07:44
00037 Chapter 6. AI for content curation and community building.mp4
10:34
00038 Chapter 6. Content-based systems beyond simple features.mp4
08:35
00039 Chapter 6. The wisdom of crowds - collaborative filtering.mp4
07:53
00040 Chapter 6. Recommendations gone wrong.mp4
06:10
00041 Chapter 6. Netflix s recommender system.mp4
06:18
00042 Chapter 6. The business value of recommendations.mp4
08:38
00043 Part 2. Building AI.mp4
01:15
00044 Chapter 7. Ready finding AI opportunities.mp4
14:49
00045 Chapter 7. Invention - Scouting for AI opportunities.mp4
07:28
00046 Chapter 7. Prioritization - Evaluating AI projects.mp4
11:13
00047 Chapter 7. Validation - Analyzing risks.mp4
07:21
00048 Chapter 7. Deconstructing an AI product.mp4
13:03
00049 Chapter 7. Translating an AI project into ML-friendly terms.mp4
11:47
00050 Chapter 7. Exercises.mp4
12:26
00051 Chapter 8. Set preparing data technology and people.mp4
04:20
00052 Chapter 8. Where do I get data.mp4
13:02
00053 Chapter 8. How much data do I need.mp4
07:46
00054 Chapter 8. Data quality.mp4
08:34
00055 Chapter 8. Recruiting an AI team.mp4
11:12
00056 Chapter 9. Go AI implementation strategy.mp4
08:34
00057 Chapter 9. The Borrow option - ML platforms.mp4
09:34
00058 Chapter 9. Using the Lean Strategy.mp4
10:13
00059 Chapter 9. Doing things yourself - Build solutions.mp4
05:01
00060 Chapter 9. Understanding the virtuous cycle of AI.mp4
09:56
00061 Chapter 9. Managing AI projects.mp4
06:36
00062 Chapter 9. When AI fails.mp4
10:34
00063 Chapter 9. Emotional diary.mp4
06:58
00064 Chapter 10. What lies ahead.mp4
11:50
00065 Chapter 10. AI and jobs.mp4
10:35
00066 Chapter 10. When AI fails - Corner cases and adversarial attacks.mp4
07:29
00067 Chapter 10. Opportunities for AI in society.mp4
07:02
00068 Chapter 10. Opportunities for AI in industries.mp4
07:52
00069 Chapter 10. Health care.mp4
12:18
00070 Chapter 10. Manufacturing.mp4
09:40
00071 Chapter 10. What about general AI.mp4
06:19
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Manning Publications
View courses Manning PublicationsManning Publications is an American publisher specializing in content relating to computers. Manning mainly publishes textbooks but also release videos and projects for professionals within the computing world.
- language english
- Training sessions 71
- duration 10:00:18
- Release Date 2023/11/06
