---
# System prepended metadata

title: Pi Data Science (Turma 545)

---

# Pi Data Science (Turma 545)

## Agenda de aulas 

### Lógica de Programação
1. 05/10: [Introdução à programação, controle de fluxo](https://colab.research.google.com/drive/1xon33WyZj4Gu7pCYRr_c0slTIBoE_6km?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/d4k638sjNeWfFFoWks0s9P35llM_o00M3fedu_op5lA2ZVe55yiUSb_M7iciWlpQ.HuV5rlETrW8JpST-)
2. 07/10: [Laços de repetição](https://colab.research.google.com/drive/1hqmcaDr1waXhrGRHVdhwq7jTUVu-MGC3?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/tcGakn9rioKFanq3RVzJ7l4fQVn4zIn6GnH7-YxtnILcfDZsMH2YmauhIv9T5IlE.YSzf1M_e3BeIiV_M)
3. 09/10: [Listas](https://colab.research.google.com/drive/1eqeYdVRHLfMsW_zq8skBkXfzoTXUFHpl?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/eiqrZztLJQjddgq9YNNQHgGfIC9CWEuZB-T2YjigVKNfaQhQLZqN_8m-MAquHFDM.LZeuCEYJR9hoc_7g)
4. 14/10: [`strings`](https://colab.research.google.com/drive/1q9pcYzEs0K-dKxmDpMUcci8ZTqSPwSik?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/VPbmxyFwcSeIdlAj7Ldz34ZaTs-TDPiz_jvcpBxPJZHPFu7rcqTQdMkKRW0I3Mbx.xgO9RlTRgfcCBZOY)
5. 16/10: [Tuplas e dicionários](https://colab.research.google.com/drive/1_ZqNZXf4HwzjI87vN07ZWTeXG2KmumD8?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/bOHltZiitAf7NzyuArw0194qi7_yPXw7HrkdcU2pMTeImCjj02-YRdEtGLPQJirI.4FUOdncuA2A2mysp)
6. 19/10: [Funções](https://colab.research.google.com/drive/11TeskwLzW-dibwuWpr7WN_OhUVNb24ZA?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/MK9CsILNByWJE290kOBeBqZSTUNu_HxRlmTwko2_xtN5vfKLpnco9fOGTahqB_zz.tB987b4BRHo62X4u)
7. 21/10: [Revisão](https://colab.research.google.com/drive/1OkMwoje5-R8K3UN8f_duetNoEATveR4a?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/U-N1gKfk5w7XEPHCLQwX6G-52wWm1xXCQohMinIXAuvyJgCz8b0SAaqNpMf7XkvY.ye9u5NBhtGoeeCEo)
8. 23/10: [Arquivos (parte 1)](https://colab.research.google.com/drive/1CveocC2_Y-YNZIeExCCZ0lF2wYy-ZO7C?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/sE9PMptPZc8vTVaX2rrhQpAmALVvxuwXTV7vuZYsHntzeORsDhZxjSeSRFDVx1Fz.dlcVaYdd_4qfcgwT)
9. 26/10: [Arquivos (parte 2)](https://colab.research.google.com/drive/1VR0oVKkZk7BEhmJXZuajmGnxn9uVspK8?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/dkQCy790NGGrbWcCyAyw32rZ2SryB3f3kslAoGjngtH7cKjIwq6-XDBQyosjXUS1.vGBSYYlej8r5s8wf)
10. 28/10: [Arquivos (parte 3)](https://colab.research.google.com/drive/1mQQ1-hcshFl_9gyxLxIGe_rtVMAxmcbJ?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/YRQ_1XWn-4YUVwg6O5nUeNBKsOObQ3ci5c-Vj9s47KcaiB0Qg385zSpVhE-ilbxi.gprUrA8cXv766hOR)
11. 30/10: [**Projeto de arquivos**](https://colab.research.google.com/drive/1pNaUpKb_88s22B4EMdIa9vHelmsOMwjY?usp=sharing)
12. 04/11: [Classes e objetos (parte 1)](https://colab.research.google.com/drive/1w9pjtyAQxZHnjxJtVuBcNU-08GtZVwM6?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/c0Wrd8SuJuYSckP_1SZKXD9B78TH-4C9TgkutDUxTCpBYL8rpDc5CYP6jat8MrEZ.-DqSZbueoZcjBsRz)
13. 06/11: [Classes e objetos (parte 2)](https://colab.research.google.com/drive/1U7hRRVHMYiEP0p---tC2LRYyscanbRT6?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/dXFDdNuxNeRfw6Lh6SYwuf9MBZmWmPhnG4vSS9_b21ijjH8iLog5sfHaPPaHWYAc.Nl-sRhGKSOc4rXOC)
14. 09/11: [Classes e objetos (parte 3)](https://colab.research.google.com/drive/1AlTk1wGn_9BFtVXdjEf3Sa16T-3IPYWV?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/7Bivr8TJHgn3Bevwjjsgl1ChPbNm5XeSpxTXBvKKzuwtvbLY_2hKcP2Xu7j1h_MG.2IAudmGgbQOakt4O
)
15. 11/11: [Exercícios](https://colab.research.google.com/drive/1J9vMQAxfA3bqU4fCmrtuJZDeqLveBx3y?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/siYl4QNsCrsRGx2lsSDSrBiYoB1EPUEaiL2RZfYI2-zAnf9xnL0NZsaW6APAgBM.ZDskz__D8gD3hNrT)
16. 13/11: [**Projeto de classes e objetos**](https://colab.research.google.com/drive/1XtOnSCCysqC-4DcKhnAi2yxB7kKsz-75?usp=sharing) (entrega dia 16/11 às 23:59); [vídeo](https://us02web.zoom.us/rec/share/AsafJ4XyPAMZOFL-uCuA0abyN6xSU0yP4XfbECaqncOMezq9uXKtbd77aoeA2Av9.YV690yyT31AwIcq4)

### Estruturas de dados
1. 16/11: [Funções recursivas](https://colab.research.google.com/drive/15itRXJxA68HatkB7I10cFAyxDxpC5zAB?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/LjijOTOc3RoptP4MO1NWoUYXpIYb2caDbq4Uzpa1ExEWGtpgu0VBUP8foya1r5P1.2XD8u9ozng9oDMwj)
2. 18/11: [Introdução à análise de complexidade de algoritmos](https://colab.research.google.com/drive/1w_CNHKMSVwDg3TL5CZ2Pg16s-NRA8yxh?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/TBCNUXj00-WqUIE_x35vVa-p9lA1zS5DBMq4PxevTL7OKV9IbjXgcTp-F9Dvr796.okKI3iqgWrJ0d8nD
)
3. 23/11: [Exercícios](https://colab.research.google.com/drive/1iScr8Zkh1sYw5ut7qiaX9OP5QnuLYSnl?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/Ni_6WNJdPvjEcvvZpmJVmu10DnOmGLqvPixx7E8OVbPOzS4yJb6cO2ldgU0jRvd3.2a3F6Zs9rxXxEtKt)
4. 25/11: [Introdução à Árvores](https://colab.research.google.com/drive/1WgitpuNfIFUj2Cu93EZHxWVe8k4qANTR?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/4UwOQSFstFYSzfJ_quHPhQEkpLvw4pXoMpoQ5oLPhdNR1V4QmWx9yTbxMWYZA9KL.X8AMez4X49XTJHim
)
5. 27/11: [Árvores (cont.)](https://colab.research.google.com/drive/1WgitpuNfIFUj2Cu93EZHxWVe8k4qANTR?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/63TF8rY16ZH7BEiMy-Xk8SjSN6bGh2Tq9tCK8SO-LQG6QZDxzMk8mHijSDJw3qkj.H4W7RW-jyd_vk3KZ)
6. 30/11: [Introdução à Grafos](https://colab.research.google.com/drive/1dPPdPlvL9eJWJJu0hj40dCOEaBBYsq-c?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/nr2RXz489H5LQSTemg8Nu6DrhvBkHvetLVRzegXDXR4weZioE2ao_mQnduwm5vxX.gRunQ87k7hrvxxxr)
7. 02/12: [Grafos (cont.)](https://colab.research.google.com/drive/1XVPIZxo1LigKLSXDCbyic8U67LgnJE6O?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/Ux1FWQ5b7wf6vmFnBAybx7_UwHS2qXhzUaDxd8n5DIXBkuaxfcjl0dHgBSc76kma.R_jRvPaMoSl5EBv7)
8. 04/12: [Exercícios](https://colab.research.google.com/drive/1xSdPEl-AkUVCTbaRRQjNNSLcfRIqy4R-?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/6TcqV3vAs6_McavrIsQA2NUHSeYNRzalTDD4qbefLJEXyhrfbXxCwKoF0f0E0pZK.XeCsOC4UzndRJFWq)
9. 07/12: [Projeto: início](https://colab.research.google.com/drive/1ErT9rCIr_KNzxo0eCoyAJEoij_xQvKN0?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/jjqT8geDw1uUhY0wUneXQmbtxcv0DvlZgchNvShQS5HOQEkp46_cKPO4Gp-4STkB.mV2LcVqB3saoClvb)
10. 09/12: [PROJETO: desenvolvimento]((https://colab.research.google.com/drive/1ErT9rCIr_KNzxo0eCoyAJEoij_xQvKN0?usp=sharing)); [vídeo](https://us02web.zoom.us/rec/share/F8nY3IEBAuK-8lPcHOenaxOCi96ldkjvlOD7bNJR1F3-BZW3A4MalbZS5LwYzDV8.WdGoD4H1WBDdXPG6)
11. 11/12: [PROJETO: desenvolvimento](https://colab.research.google.com/drive/1ErT9rCIr_KNzxo0eCoyAJEoij_xQvKN0?usp=sharing); [vídeo](https://us02web.zoom.us/rec/share/fTPU-Q2Geht9fn0zXEzDPZEDHKQIleSLrzOdEthZzDFm-laAPKP9xeKGQ1ANYDTV.yQgFaIWFnNpOw0gL)
12. 14/12: [PROJETO](https://colab.research.google.com/drive/1ErT9rCIr_KNzxo0eCoyAJEoij_xQvKN0?usp=sharing) **(Entrega dia 15/12 às 23h59)**
13. 16/12: Revisão (correção do projeto)
14. 18/12: [Tópicos em python](https://colab.research.google.com/drive/13C9kxiHjHLu2HZmEXki0nBAcLnwQCxve?usp=sharing)

## Bibliotecas e APIs 


## Metodologias ágeis
(outro prof.)

## Banco de dados
(outro prof.)

## Big data
(outro prof.)

## Estatística
(outro prof.)

## Machine Learning
(outro prof.)

## Dados não-estruturados
(outro prof.)

## Redes neurais
