List of videos

Read the abstract ➤ https://www.conf42.com/Rustlang_2023_Ovidiu_Ionescu_java_programmers_personal_perspective Other sessions at this event ➤ https://www.conf42.com/rustlang2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:18 future predictions (from the past) 0:48 prophet 1:08 electronic computers 1:42 back to the future: nanotubes 2:03 programming types 2:26 java promise 3:12 rust promise 4:00 hype 5:43 affine types 6:53 ownership 8:50 functions 10:01 files 12:19 borrowing 13:21 read only reference 13:57 write reference 16:32 enterprise java 18:41 spring 20:17 rust backend frameworks 22:14 human factor 23:37 johan rust

Read the abstract ➤ https://www.conf42.com/Python_2024_Alex_Sharypov_improve_application_code_quality Other sessions at this event ➤ https://www.conf42.com/python2024 Join Discord ➤ https://discord.gg/DnyHgrC7jC Support our mission ➤ https://www.conf42.com/support Chapters 0:00 intro 0:20 lightning talk

Read the abstract ➤ https://www.conf42.com/Python_2024_Andre_Santos_work_smarter_python_repetitive_tasks Other sessions at this event ➤ https://www.conf42.com/python2024 Join Discord ➤ https://discord.gg/DnyHgrC7jC Support our mission ➤ https://www.conf42.com/support Chapters 0:00 intro 0:20 preamble 2:28 why python is a popular choice for rpa? 2:49 benefits of using rpa in daily work 3:58 how rpa automates repetitive tasks 4:28 example of rpa application in various industries 7:18 libraries for rpa development in python 7:49 demo 12:37 conclusion and future trends in rpa with python

Read the abstract ➤ https://www.conf42.com/Python_2024_Petr_Emelianov_nextgeneration_multiparty_computation Other sessions at this event ➤ https://www.conf42.com/python2024 Join Discord ➤ https://discord.gg/DnyHgrC7jC Support our mission ➤ https://www.conf42.com/support Chapters 0:00 intro 0:20 preamble 0:49 security and privacy 1:52 examples 5:42 mpc in a nutshell 6:38 secret sharing 7:45 addition/substraction 9:58 multiplication 14:24 linear regression 15:02 real (almost) case 16:34 drawbacks 18:12 closing thoughts 18:22 security considerations 20:21 crypten 20:51 conclusions 21:35 thank you!

Read the abstract ➤ https://www.conf42.com/Python_2024_Tamara_Janina_Fingerlin_frameworks_apache_airflow_pipelines Other sessions at this event ➤ https://www.conf42.com/python2024 Join Discord ➤ https://discord.gg/DnyHgrC7jC Support our mission ➤ https://www.conf42.com/support Chapters 0:00 intro 0:20 preamble 0:31 agenda 1:07 what is airflow? who is astronomer? 9:33 why test data pipelines? 10:53 local development and testing 13:33 astro cli and airflow cli testing features 16:23 dag.test() 17:45 ci/cd and testing 18:08 from dev to staging 19:16 dag validation testing 21:26 unit tests with airflow 22:44 integration tests with airflow 24:06 the cf in ci/cd - our code on the way to the cloud 25:38 code getting promoted to prod 26:26 demo 45:49 take home message

Read the abstract ➤ https://www.conf42.com/Python_2024_Adam_Furmanek_lessons_learned_maintaining_sdk_in_python Other sessions at this event ➤ https://www.conf42.com/python2024 Join Discord ➤ https://discord.gg/DnyHgrC7jC Support our mission ➤ https://www.conf42.com/support Chapters 0:00 intro 0:20 preamble 1:24 what do we do? 9:35 how it works 13:48 three different approaches 15:08 sdk per tech stack 17:13 first approach 22:09 reading from the database 24:39 second approach 29:00 moving the ownership 33:40 third approach 37:33 what we learned 38:01 uniform functionality 43:10 json vs grpc 45:03 proprietary vs well-known protocol 46:40 versions management 48:16 rigorous testing 50:51 diversity 53:07 q&a

Read the abstract ➤ https://www.conf42.com/Python_2024_Pawel_Zajaczkowski_s_bb_x_y_z_a_generations_tech Other sessions at this event ➤ https://www.conf42.com/python2024 Join Discord ➤ https://discord.gg/DnyHgrC7jC Support our mission ➤ https://www.conf42.com/support Chapters 0:00 intro 0:20 preamble 0:43 agenda 1:30 about pawel 1:46 act 1: generations, myths, diffs, theories 2:02 generations / cohorts 5:26 general population 6:19 tech examples 7:41 myths or facts? 8:21 generation gap 8:49 conflict 9:12 generation narcissism 9:39 the sliding 2+2 10:39 cohort vs aging 12:32 differences strenght 12:32 act 2: s, bb, x, y, z, a 14:12 silent generation 16:05 baby boomers 18:59 generation x 23:25 millenials 28:33 generation z 35:11 generation alpha 38:14 what do we want 39:59 questions?

Read the abstract ➤ https://www.conf42.com/Python_2024_Darya_Petrashka_unlock_power_llm_build_huggingface_agent Other sessions at this event ➤ https://www.conf42.com/python2024 Join Discord ➤ https://discord.gg/DnyHgrC7jC Support our mission ➤ https://www.conf42.com/support Code and links ➤ https://github.com/dashapetr/hf_agents Chapters 0:00 intro 0:20 preamble 1:01 agenda 1:35 what are agents 3:35 what are tools 4:46 agents and tools 6:17 why should we care 7:31 hands-on: setup and initialize the agent 14:57 what other predefined tools exist 19:20 custom tool creation 25:25 conclusion 26:48 further ideas 27:41 code and links

Read the abstract ➤ https://www.conf42.com/Python_2024_Boluwatife_BenAdeola_python_cutting_edge_language_model_research Other sessions at this event ➤ https://www.conf42.com/python2024 Join Discord ➤ https://discord.gg/DnyHgrC7jC Support our mission ➤ https://www.conf42.com/support Chapters 0:00 intro 0:20 preamble 0:40 intro to mechanistic interpretability 2:06 mech interp 2:57 mech interp toolkit: causal interventions 5:10 example mech interp research 16:59 interpretability libraries and packages 17:44 nnsight architecture 20:42 example intervention 23:30 anatomy of an intervention 27:43 model internal i/o are nodes on the intervention graph 28:33 information flow 29:11 average-out information vectors 31:06 getting the average activation vector 34:45 adding the average to one-shot activation vector 39:15 resources