01 conversation-between-laurence-moroney-and-andrew-ng (75.5 MB)
01 module-introduction (22.68 MB)
02 configuration-driven-development-overview (82.03 MB)
03 choosing-a-configuration-file-format (38.85 MB)
04 json-and-pickle (81.58 MB)
05 using-the-dall-e-api (65.52 MB)
06 implementing-cdd (48.64 MB)
07 serializing-results (97.39 MB)
01 module-introduction (40.55 MB)
02 setting-up-a-simple-database (41.91 MB)
03 design-and-implement-a-database-schema (51.3 MB)
04 implementing-crud-operations (68.3 MB)
05 module-exercise (28.93 MB)
06 advanced-querying (29.68 MB)
07 databaset-optimization (55.82 MB)
08 debugging (89.46 MB)
09 graded-lab-social-network-database (4.09 MB)
01 module-introduction (40.02 MB)
02 gang-of-four-patterns-overview (34.91 MB)
03 singletons (80.39 MB)
04 patterns-advice-from-an-llm (79.88 MB)
05 singleton-for-database-connection-manager (53.44 MB)
06 factory-patterns (63.72 MB)
07 template-method-pattern (54.15 MB)
08 strategy-pattern (32.51 MB)
09 course-conclusion (78.61 MB)
01 conversation-between-laurence-moroney-and-andrew-ng (234.62 MB)
01 what-is-generative-ai (40.01 MB)
02 ai-and-machine-learning (24.41 MB)
03 machine-learning-example (16.82 MB)
04 supervised-learning (20.13 MB)
05 introduction-to-transformers (22.17 MB)
06 key-transformer-concepts (78.31 MB)
01 transformers-and-code (27.3 MB)
02 generating-code-with-chatbots (76.3 MB)
03 iterative-prompting (42.59 MB)
04 giving-the-llm-feedback (56.08 MB)
05 assigning-the-llm-a-role (69.65 MB)
06 leveling-up-with-multiple-roles (17.56 MB)
07 expert-roles-for-specialized-knowledge (55.06 MB)
08 llm-best-practices (44.47 MB)
01 data-structures-in-production (15.28 MB)
02 arrays (32.86 MB)
03 linked-lists (80.96 MB)
04 self-paced-exercise-doubly-linked-lists (33.78 MB)
05 trees (87.67 MB)
06 graphs (63.97 MB)
07 graded-lab-graph-algorithms (24.7 MB)
09 hash-tables-and-maps (108.73 MB)
10 course-conclusion (29.9 MB)
01 conversation-between-laurence-moroney-and-andrew-ng (83.77 MB)
01 module-introduction (35.49 MB)
02 testing-and-debugging-strategies (41.64 MB)
03 exploratory-testing (51.89 MB)
04 functional-testing (66.39 MB)
05 automated-testing (76.17 MB)
06 software-performance-testing (57.82 MB)
07 security-testing (41.91 MB)
08 flask-example-walkthough-optional (55.82 MB)
09 analyzing-code-for-security-vulnerabilities (62.86 MB)
01 module-introduction (30.13 MB)
02 principles-of-good-documentation (68 MB)
03 inline-comments (60.14 MB)
04 documentation-comments (51.51 MB)
05 automated-documentation-tools (48.34 MB)
06 autodocs-with-sphinx-walkthrough-optional (68.43 MB)
06 autodocs-with-sphinx-walkthrough-optional Autodocs with Sphinx walkthrough optional (356.69 KB)
07 documentation-in-other-coding-languages (61.01 MB)
08 documentation-for-life-in-production (32.77 MB)
01 module-introduction (65.89 MB)
02 virtual-environments (41.96 MB)
03 researching-dependencies (52.95 MB)
04 dependency-conflicts (44.82 MB)
05 dependencies-and-security (69.04 MB)
06 dependency-management-and-other-programming-languages (36.25 MB)
07 course-conclusion (40.79 MB)