8.61 GB | 10min 47s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English
Files Included :
1 Introduction.mp4 (9.39 MB)
2 How to get the most out of this course.mp4 (11.22 MB)
3 What is Data Management.mp4 (9.87 MB)
4 Data Management Subject Areas.mp4 (27.66 MB)
5 (Optional) Hands-On Activity See Why Data Management Matters.mp4 (78.29 MB)
6 Step 1 - Summarize the data.mp4 (9.75 MB)
7 Data Centrality - Mean number.mp4 (61.86 MB)
8 Data Centrality - Median number.mp4 (63.99 MB)
9 Data Centrality - Mode number.mp4 (67.53 MB)
10 Data Dispersion.mp4 (4.78 MB)
11 Data Dispersion - Range.mp4 (55.02 MB)
12 Data Dispersion - Standard Deviation.mp4 (69.05 MB)
13 Data Dispersion - Inter-Quartile range.mp4 (54.02 MB)
14 Data Replication.mp4 (89.77 MB)
15 Data Shape - Histograms.mp4 (87.53 MB)
17 EXERCISE Summarize the data.mp4 (6.55 MB)
18 Step 2 - Drill-Down on the data.mp4 (108.31 MB)
19 EXERCISE Drill-down on the data.mp4 (10.53 MB)
20 What "Data Management in the AI Era" really means.mp4 (29.2 MB)
21 How AI relies on good data (the "garbage in, garbage out" problem).mp4 (25.28 MB)
22 Key differences between traditional data and AI data.mp4 (37.13 MB)
23 What kinds of data AI uses (text, numbers, images, videos, logs).mp4 (21.92 MB)
24 Training data vs real-time (operational) data.mp4 (24.23 MB)
25 Why AI needs large, diverse, and accurate datasets.mp4 (19.89 MB)
26 Data quality in AI (clean, complete, unbiased).mp4 (20.43 MB)
27 Who owns AI training data (data ownership & responsibility).mp4 (24.88 MB)
28 Privacy rules in the AI era (GDPR, consent, sensitive data).mp4 (23.8 MB)
29 Where AI data is stored (lakes, warehouses, cloud systems).mp4 (24.72 MB)
30 How data flows into AI tools (simple pipeline concepts).mp4 (17.75 MB)
31 Monitoring AI systems (checking results and correcting mistakes).mp4 (23.52 MB)
32 What can go wrong bias, hallucinations, privacy leaks.mp4 (18.02 MB)
33 Data ethics fairness, transparency, accountability.mp4 (13.68 MB)
34 The role of humans in AI data management (stewards, reviewers, auditors).mp4 (18.18 MB)
35 Data Quality Analysis with AI (duplicates, gaps, formatting, errors and more).mp4 (89.17 MB)
36 Data Quality Management - fixing data issues with AI.mp4 (33.57 MB)
37 Creating Data Quality Business Rules with AI.mp4 (33.03 MB)
38 Data standardization using AI (ChatGPT).mp4 (69.78 MB)
39 Data categorization using AI (ChatGPT).mp4 (44.95 MB)
40 Comparing "good" vs "bad" data and how AI reacts.mp4 (44.46 MB)
41 Identifying bias in a sample dataset (e g , over-represented group).mp4 (52.95 MB)
42 Checking for privacy risks in a dataset (PII like names, IDs, emails).mp4 (38.39 MB)
43 Fixing the dataset privacy risks with ChatGPT.mp4 (36.68 MB)
44 (Optional) Hands-On Detect Bias and PII Risks in a Dataset.mp4 (67.31 MB)
45 Project intro - exploring the synthetic dataset.mp4 (38.59 MB)
46 Quick summarization of unknown file.mp4 (31.22 MB)
47 Summary statistics.mp4 (28.91 MB)
48 Check Relationships Quickly (Correlation Heatmap).mp4 (44.08 MB)
49 Trends analysis using AI.mp4 (30.81 MB)
50 Scatter plot and regression analysis using ChatGPT.mp4 (40.59 MB)
51 Behavior analysis using box plotting.mp4 (39.41 MB)
52 Regression analysis to see main drivers for success.mp4 (30.29 MB)
53 Clustering analysis using AI.mp4 (48.65 MB)
54 Summary dashboard creation using AI.mp4 (41.9 MB)
55 Prepare professional final report for leadership.mp4 (103.34 MB)
56 Close the project with communication preparation.mp4 (18.76 MB)
57 (Optional) Hands-On Run a Complete Data Analysis Project.mp4 (37.35 MB)
58 Case study when AI chatbot gone wrong.mp4 (36.15 MB)
59 Case study AI trained on biased data (e g , hiring, credit scoring).mp4 (21.17 MB)
60 Case study AI privacy scandal (e g , personal data leaks).mp4 (29.23 MB)
61 Case study AI success story from good data management.mp4 (25.31 MB)
62 Case study Government & healthcare data challenges in AI.mp4 (18.59 MB)
63 Step 1 - Understand the scope of the AI job opportunity.mp4 (67.77 MB)
64 Step 2 - AI foundational knowledge.mp4 (45.42 MB)
65 Step 3 - Apply AI to Your Domain.mp4 (19.15 MB)
66 Step 4 - Propose a project or showcase portfolio.mp4 (26.45 MB)
67 Step 5 - Keep on learning and seize opportunities.mp4 (11.66 MB)
68 Intro to Data Ethics.mp4 (34.71 MB)
69 Case Study - Example of impact of poor data ethics.mp4 (22.73 MB)
70 Goals of Data Ethics.mp4 (13.26 MB)
71 Risk of Unethical Data Handling.mp4 (25.27 MB)
72 Example of bad Data Ethics - part 1.mp4 (8.51 MB)
73 Example of bad Data Ethics - part 2.mp4 (7.8 MB)
74 Example of bad Data Ethics - part 3.mp4 (5.5 MB)
75 Example of bad Data Ethics - part 4.mp4 (6.43 MB)
76 6 Key Data Ethics Activities.mp4 (11.51 MB)
77 Deliverables of Data Ethics.mp4 (16.88 MB)
78 Data Ethics Frameworks.mp4 (10.54 MB)
79 OECD Data Ethics Principles.mp4 (13.45 MB)
80 EU AI Act.mp4 (9.51 MB)
81 ISO IEC 38507.mp4 (9.1 MB)
82 NIST AI Risk Management Framework.mp4 (11.37 MB)
83 DCAM & DAMA - Ethical Data Governance.mp4 (11.1 MB)
84 IEEE 7000 Series.mp4 (14.95 MB)
85 UNESCO AI Ethics.mp4 (10.63 MB)
86 World Economic Forum - Responsible Data Framework.mp4 (7.82 MB)
87 Summary - Comparing Leading Data Ethics Frameworks.mp4 (31.1 MB)
88 Establishing Ethical Data Culture.mp4 (18.75 MB)
89 Data Governance in simple language.mp4 (13.96 MB)
90 Why is Data Governance Important.mp4 (43.72 MB)
91 Relationship to Other Data Principles intro.mp4 (12.58 MB)
92 Governance + Data Quality = Trusted Data.mp4 (25.72 MB)
93 Governance + Data Security = Safe Data.mp4 (20.54 MB)
94 Governance + Data Architecture = Organized Data.mp4 (17.55 MB)
95 Governance + Data Ethics = Responsible Data.mp4 (13.16 MB)
96 Governance + Master Data Management = Consistent Data.mp4 (17.4 MB)
97 Governance + Metadata Management = Contextual Data.mp4 (14.17 MB)
98 Governance + Analytics & BI = Credible Insights.mp4 (16.86 MB)
99 Governance + AI & Machine Learning = Accountable Intelligence.mp4 (23.23 MB)
100 Data Governance Roles and Responsibilities.mp4 (41.82 MB)
101 What is Data Architecture.mp4 (8.26 MB)
102 Data Architecture main components.mp4 (33.14 MB)
103 Data Architecture Frameworks.mp4 (35.34 MB)
104 Foundational Structural Paradigms.mp4 (5.68 MB)
105 Centralized Data Architecture.mp4 (16.92 MB)
106 Federated Data Architecture.mp4 (19.4 MB)
107 Distributed Data Architecture.mp4 (33.62 MB)
108 Functional Orientation Operational (OLTP) vs Analytical Data Architecture (OLAP.mp4 (4.88 MB)
109 Operational Data Architecture (OLTP).mp4 (17.1 MB)
110 Analytical Data Architecture (OLAP).mp4 (12 MB)
111 How OLTP and OLAP Work Together.mp4 (18.25 MB)
112 Data Storage & Integration Patterns in Data Architecture.mp4 (4.83 MB)
113 Data Warehouse Architecture.mp4 (16.79 MB)
114 Data Lake and Data Lakehouse Architectures.mp4 (23.32 MB)
115 Modern Enterprise Evolution Patterns.mp4 (8.55 MB)
116 Data Mesh Architecture.mp4 (15.98 MB)
117 Data Fabric Architecture.mp4 (21.35 MB)
118 Data Architecture Best Practices.mp4 (22.18 MB)
119 What is Data Modeling.mp4 (6.48 MB)
120 Difference between Data Architecture and Data Modeling.mp4 (22.39 MB)
121 The 3 Levels of Data Models.mp4 (13.07 MB)
122 Data Modeling Process.mp4 (26.47 MB)
123 Benefits of Data Modeling.mp4 (13.93 MB)
124 Data Modeling Tools.mp4 (31.28 MB)
125 What is data storage and operations.mp4 (8.6 MB)
126 Why is data storage management important.mp4 (9.35 MB)
127 Intro to Data Storage Systems.mp4 (8.67 MB)
128 File Storage Systems.mp4 (13.63 MB)
129 Block Storage Systems.mp4 (8.78 MB)
130 Object Storage Systems.mp4 (9.08 MB)
131 Relational Databases (RDBMS).mp4 (12.5 MB)
132 Non-Relational (NoSQL) Databases.mp4 (10.54 MB)
133 Data Warehouses.mp4 (9.14 MB)
134 Data Lakes.mp4 (20.52 MB)
135 Hybrid and Cloud Storage.mp4 (23.25 MB)
136 Distributed and Decentralized Storage.mp4 (20.43 MB)
137 What daily storage management actually involves.mp4 (12.58 MB)
138 The 4 key attributes of Data Storage Management.mp4 (7.41 MB)
139 Data Backup, Recovery & Archiving.mp4 (38.42 MB)
140 Data Storage Security & Access Control.mp4 (30.84 MB)
141 Data Retention & Lifecycle Management.mp4 (21.11 MB)
142 Performance Optimization & Monitoring.mp4 (32.83 MB)
143 Best Practices to keep in mind.mp4 (34.15 MB)
144 Trends & Emerging Technologies in Data Storage.mp4 (34.02 MB)
145 What is Data Security.mp4 (3.82 MB)
146 Why is Data Security important.mp4 (18.54 MB)
147 The Goals of Data Security.mp4 (13 MB)
148 The Principles of Data Security.mp4 (16.63 MB)
149 Types of Data Security.mp4 (15.03 MB)
150 Data Security Risks Intro.mp4 (3.38 MB)
151 Accidental Data Exposure.mp4 (11.49 MB)
152 Phishing.mp4 (7.1 MB)
153 Malware.mp4 (12.86 MB)
154 Insider Threats.mp4 (13.97 MB)
155 Password Attack.mp4 (10.21 MB)
156 Denial-of-Service.mp4 (8.97 MB)
157 Man-in-the-Middle (MITM).mp4 (4.72 MB)
158 SQL Injections.mp4 (2.89 MB)
159 Zero-day Exploit.mp4 (4.33 MB)
160 Data Security Activities intro.mp4 (3.19 MB)
161 Identify Data Security Requirements.mp4 (5.11 MB)
162 Define Data Security Policies.mp4 (4 MB)
163 Define Data Security Standards.mp4 (9.85 MB)
164 Best Practices for better Data Security.mp4 (24.38 MB)
165 What is Data Integration.mp4 (2.36 MB)
166 Example of Data Integration.mp4 (16.2 MB)
167 Importance of Data Integration.mp4 (46.44 MB)
168 Techniques for Data Integration.mp4 (14.97 MB)
169 Manual Data Integration.mp4 (25.17 MB)
170 Middleware Data Integration.mp4 (13.52 MB)
171 Application Based Integration.mp4 (11.24 MB)
172 Uniform Access Integration.mp4 (10.05 MB)
173 Common Storage Integration (Data Warehousing).mp4 (27.48 MB)
174 Data Virtulization.mp4 (6.44 MB)
175 ETL.mp4 (4.48 MB)
176 ELT.mp4 (4.29 MB)
177 ETL vs ELT.mp4 (50.36 MB)
178 (Optional) Hands-On Build and Run an ETL Pipeline.mp4 (31.05 MB)
179 Data Integration Tools.mp4 (15.75 MB)
180 Data Integration Best Practices.mp4 (20.03 MB)
181 What is Document and Content Management.mp4 (4.06 MB)
182 Why do we need Document & Conent Management.mp4 (11.68 MB)
183 DMS (Document Management System).mp4 (19.45 MB)
184 CMS (Content Management System).mp4 (42.81 MB)
185 ECMS (Enterprise Content Management System).mp4 (15.83 MB)
186 Best Content Solutions to choose from.mp4 (38.31 MB)
187 What is Master Data.mp4 (6.93 MB)
188 Example of how Master Data works.mp4 (74.15 MB)
189 What is Reference Data.mp4 (3.97 MB)
190 Example of Reference Data.mp4 (31.16 MB)
191 Master Data vs Reference data - how to differentiate.mp4 (24.59 MB)
192 What is Data Warehousing and Business Intelligence.mp4 (14.17 MB)
193 Data Warehouse.mp4 (6.08 MB)
194 Data Warehouse Components.mp4 (23.34 MB)
195 Database vs Data Warehouse.mp4 (23.66 MB)
196 Data Marts.mp4 (10.67 MB)
197 Data Warehouses vs Data Lakes.mp4 (16.18 MB)
198 Issues with the Data Warehousing approach.mp4 (33.28 MB)
199 How Data Lakes solve some of the Data Warehousing limitations.mp4 (29.37 MB)
200 Data Lake limitations.mp4 (36.4 MB)
201 What is Business Intelligence.mp4 (5.96 MB)
202 Business Intelligence vs Business Analytics.mp4 (13.12 MB)
203 Applications of Business Intelligence.mp4 (44.73 MB)
204 Examples of Business Intelligence.mp4 (129.59 MB)
205 BI analysis categories - Descriptive, Diagnostic, Predictive, Presriptive.mp4 (19.65 MB)
206 (Optional) Hands-On Run All Four BI Analysis Types on a Business Dataset.mp4 (20.4 MB)
207 Creating a Business Intelligence Strategy intro.mp4 (3.01 MB)
208 BI Strategy Step 1 - Get Sponsorship.mp4 (11.39 MB)
209 BI Strategy Step 2 - The BI team.mp4 (12.08 MB)
210 BI Strategy Step 3 - Stakeholders.mp4 (14.75 MB)
211 BI Strategy Step 4 - BI platforms and tools.mp4 (12.43 MB)
212 BI Strategy Step 5 - Define the scope.mp4 (17.46 MB)
213 BI Strategy Step 6 - The Roadmap.mp4 (11.78 MB)
214 BI Strategy Step 7 - Implementation.mp4 (16.47 MB)
215 BI and big data.mp4 (35.62 MB)
216 The importance of self-service within Business Intelligence.mp4 (16.32 MB)
217 Business Intelligence Tools.mp4 (11.09 MB)
218 What is Metadata.mp4 (1.34 MB)
219 Example of Metadata.mp4 (18.89 MB)
220 What is Metadata Management.mp4 (5.48 MB)
221 Types of metadata Intro.mp4 (4.23 MB)
222 Descriptive metadata.mp4 (9.29 MB)
223 Structural metadata.mp4 (9.51 MB)
224 Administrative metadata.mp4 (13.65 MB)
225 Metadata Management tools.mp4 (12.93 MB)
226 Hands-on Creating Metadata Standards and Policies document (Template included).mp4 (39.75 MB)
227 Data Quality.mp4 (19.11 MB)
228 Dimensions of Data Quality.mp4 (15.06 MB)
229 Causes of Poor Data Quality.mp4 (28.5 MB)
230 Assessing and Measuring Data Quality.mp4 (22.65 MB)
231 Data Cleansing and Standardization.mp4 (29.41 MB)
232 Data Quality Management Processes.mp4 (20.74 MB)
233 Tools and Technologies for Data Quality.mp4 (32.3 MB)
234 Data Quality Governance and Policies.mp4 (20.38 MB)
235 Building a Data Quality Culture.mp4 (28.31 MB)
236 Trends and Future of Data Quality.mp4 (26.71 MB)
237 Practice Data Quality Exercise with Excel.mp4 (14.01 MB)
238 Practice Solution Data Quality Exercise with Excel.mp4 (225.47 MB)
239 Practice Analyzing data quality of a file using AI.mp4 (77.64 MB)
240 Practice Communicate Data Issues to leadership.mp4 (51.88 MB)
241 Practice Data Deduplication.mp4 (24.57 MB)
242 Practice Fix formatting issues.mp4 (30.18 MB)
243 Practice Data Standardization.mp4 (175.22 MB)
244 Practice Creating data validation rules at the source.mp4 (39.32 MB)
245 Practice Prepare Data Quality Policy Document.mp4 (18.28 MB)
246 What is Big Data.mp4 (39.96 MB)
247 Case Study of Uber - using Big Data in the real world.mp4 (23.88 MB)
248 What is Data Science.mp4 (14.81 MB)
249 The Abate Information Triangle.mp4 (49.29 MB)
250 The Goals of Big Data.mp4 (10.46 MB)
251 7 Key Activities in Big Data.mp4 (15.31 MB)
252 The Deliverables of Big Data.mp4 (6.89 MB)
253 The Data Science Lifecycle.mp4 (8.41 MB)
254 Why I am teaching you the basics of Clinical Data Management.mp4 (7.14 MB)
255 What is Clinical Data Management.mp4 (23.86 MB)
256 What are Clinical Trials.mp4 (66.05 MB)
257 What is Clinical Research.mp4 (21.53 MB)
258 Importance of data in CDM.mp4 (21 MB)
259 Roles in Clinical Data Management.mp4 (27.44 MB)
260 The Landscape of Data Management Careers.mp4 (41.85 MB)
261 How to go about selecting the appropriate career path.mp4 (51.37 MB)
262 Sample Career Pathways.mp4 (39.3 MB)
263 Chief Data Officer (CDO).mp4 (32.2 MB)
264 Head Director of Data.mp4 (32.33 MB)
265 Data Strategy Manager Lead.mp4 (19.55 MB)
266 Data Portfolio Program Manager.mp4 (26 MB)
267 Data Product Director.mp4 (19.73 MB)
268 Data PMO Lead.mp4 (31.41 MB)
269 Data Governance Manager.mp4 (32.79 MB)
270 Data Steward.mp4 (23.18 MB)
271 MDM Specialist.mp4 (32.4 MB)
272 Data Quality Analyst.mp4 (29.47 MB)
273 Data Catalog Specialist.mp4 (28.97 MB)
274 Privacy & Compliance Officer.mp4 (48.97 MB)
275 Data Ethics Officer.mp4 (29.75 MB)
276 Records Information Manager.mp4 (53.11 MB)
277 Enterprise Data Architect.mp4 (26.06 MB)
278 Solution Domain Data Architect.mp4 (23.15 MB)
279 Cloud Data Architect.mp4 (23.89 MB)
280 Information Architect.mp4 (27.4 MB)
281 Data Modeler.mp4 (18.37 MB)
282 Database Administrator (DBA).mp4 (33.85 MB)
283 Data Warehouse Architect.mp4 (43.7 MB)
284 Data Engineer.mp4 (39.37 MB)
285 Analytics Engineer.mp4 (30.35 MB)
286 ETL ELT Developer.mp4 (24.24 MB)
287 Data Pipeline Developer.mp4 (30.7 MB)
288 Integration Specialist.mp4 (22.65 MB)
289 Big Data Engineer.mp4 (51.66 MB)
290 DataOps Engineer.mp4 (28.62 MB)
291 Observability Engineer.mp4 (27.24 MB)
292 Data Reliability Specialist.mp4 (34.37 MB)
293 FinOps Analyst (cloud data costs).mp4 (22.81 MB)
294 Incident Manager (data platforms).mp4 (28.94 MB)
295 BI Analyst.mp4 (39.21 MB)
296 BI Developer.mp4 (26.78 MB)
297 Reporting Analyst.mp4 (30.2 MB)
298 Data Scientist.mp4 (40.08 MB)
299 Machine Learning Engineer (MLE).mp4 (23.01 MB)
300 MLOps Engineer.mp4 (29.41 MB)
301 AI LLM Engineer (NLP, CV, GenAI).mp4 (56.26 MB)
302 Quantitative Analyst Modeler.mp4 (28.44 MB)
303 Data Security Engineer.mp4 (34.77 MB)
304 IAM (Identity & Access Management) Specialist.mp4 (31.63 MB)
305 Data Privacy Analyst Engineer.mp4 (28.85 MB)
306 Risk & Controls Analyst.mp4 (30 MB)
307 Cybersecurity Data Specialist.mp4 (36.18 MB)
308 Clinical Data Manager (Healthcare).mp4 (31.52 MB)
309 Risk Regulatory Data Analyst (Finance).mp4 (36.28 MB)
310 KYC AML Data Analyst.mp4 (33.58 MB)
311 Government Data Specialist (Public Sector).mp4 (34.8 MB)
312 IoT Telemetry Data Engineer (Industrial).mp4 (25.19 MB)
313 GIS Location Intelligence Specialist (Geospatial).mp4 (20.77 MB)
314 Digital Asset Manager Ontologist (Media Content).mp4 (28.9 MB)
315 Data Enablement Lead.mp4 (22.9 MB)
316 Data Trainer Educator.mp4 (23.26 MB)
317 Community Practice Lead.mp4 (34.76 MB)
318 Data Change Manager.mp4 (26.61 MB)
319 Independent Data Consultant.mp4 (37.93 MB)
320 Fractional CDO.mp4 (25.1 MB)
321 Data Solution Architect (consulting firms).mp4 (24.69 MB)
322 Data Innovation Lead.mp4 (22.85 MB)
323 Data Researcher Experimentation Specialist.mp4 (24.26 MB)
324 The Evolution of Data Management careers.mp4 (24.71 MB)
325 The Changing Nature of Data Roles.mp4 (20.28 MB)
326 Technology Trends Shaping Data Careers.mp4 (49.28 MB)
327 Impact of Technology on Career Paths.mp4 (38.19 MB)
328 The Skills of the Future.mp4 (15.97 MB)
329 Thank You.mp4 (4.57 MB)]
Screenshot
https://rapidgator.net/file/14daa3c163aa0f210442fd606b3aa52b/ https://rapidgator.net/file/3419597599608b2e639240a3869e2b97/ https://rapidgator.net/file/1c2193f7c40e5f6b1ad36b299fe3301d/ https://rapidgator.net/file/fe5e1953674f19efadf496944d0f1066/ https://rapidgator.net/file/7f90ca8e50d28e7f42f2f17006760c25/ https://rapidgator.net/file/df2f61a8db82c732ed4ef477cc95e0c3/ https://rapidgator.net/file/4dfa5ef73acdc8279c69e7d5e37e36c5/ https://rapidgator.net/file/47687a8ed95349508aa1e0a875d58fc4/ https://rapidgator.net/file/3db462d1b88b260ce5d3a8a99bdef30e/ https://rapidgator.net/file/14677c57b8cb83a2278d685b76da970c/
DDownload
https://ddownload.com/fidy37bisjnr https://ddownload.com/3owyhg48j57i https://ddownload.com/obkiujrm1tup https://ddownload.com/um5wblp8pt0o https://ddownload.com/jyzpei1nec86 https://ddownload.com/sa864g760szd https://ddownload.com/sntu563tt8oe https://ddownload.com/x9j7kdiz0n59 https://ddownload.com/ylabfvrzzl09 https://ddownload.com/18nfvm30q96s
NitroFlare
https://nitroflare.com/view/26DE1E145569467/ https://nitroflare.com/view/BFE71865E28A56F/ https://nitroflare.com/view/3C0FDB4D5D5EB02/ https://nitroflare.com/view/FD4F21B4CD4252A/ https://nitroflare.com/view/DE8202729E88A52/ https://nitroflare.com/view/200D219C6AE2589/ https://nitroflare.com/view/2892E9EE157D8C6/ https://nitroflare.com/view/98E603AD192925D/ https://nitroflare.com/view/ECB326964018CC7/ https://nitroflare.com/view/BC8DE1F5907A2E9/
UsersDrive
