5 out of 5
5
15869 reviews on Udemy

O Lúdico como Recurso Didático

Objetivo: mostrar o valor da brincadeira na vida das crianças e a sua importância na aprendizagem.

Objetivo: mostrar o valor da brincadeira na vida das crianças e a sua importância na aprendizagem.

Carga Horária: 40 HS

Curso na Modalidade 100% à Distância – EAD

  •   O lúdico na pré-história
  •  O lúdico na antiguidade
  • O lúdico na idade média
  • O lúdico na idade moderna
  • O lúdico na idade contemporânea
  • O lúdico no brasil
  • Concepções do lúdico
  • O lúdico segundo Jean Piaget
  • Os jogos de exercício
  • Os jogos simbólicos
  • Os jogos de regras
  • O lúdico segundo Levvygotsky
  • O lúdico segundo Johan Huizinga
  • O lúdico segundo Tizuko Kishimoto
  •  A educação infantil no brasil 
  • Caráter histórico legal da educação infantil
  • O lúdico como recurso didático – pedagógico
  • O brincar e a aprendizagem infantil
  •  Brincar livre e brincar dirigido
  •  O papel do professor

Avaliação realizada através de questionário avaliativo no Ambiente Virtual de Aprendizagem

Welcome to the course

1
Updates on Udemy Reviews
2
What is Deep Learning?
3
Installing Python
4
How to get the dataset
5
Some Additional Resources!!

--------------------- Part 1 - Artificial Neural Networks ---------------------

1
Welcome to Part 1 - Artificial Neural Networks

ANN Intuition

1
Plan of Attack
2
The Neuron
3
The Activation Function
4
How do Neural Networks work?
5
How do Neural Networks learn?
6
Gradient Descent
7
Stochastic Gradient Descent
8
Backpropagation

Building an ANN

1
Prerequisites
2
How to get the dataset
3
Business Problem Description
4
Installing TensorFlow and Keras
5
Building an ANN - Step 1
6
Building an ANN - Step 2
7
Building an ANN - Step 3
8
Building an ANN - Step 4
9
Building an ANN - Step 5
10
Building an ANN - Step 6
11
Building an ANN - Step 7
12
Building an ANN - Step 8
13
Building an ANN - Step 9
14
Building an ANN - Step 10

Homework Challenge - Should we say goodbye to that customer ?

1
Homework Instruction
2
Homework Solution

Evaluating, Improving and Tuning the ANN

1
Evaluating the ANN
2
Improving the ANN
3
Tuning the ANN

Homework Challenge - Put me one step down on the podium

1
Homework Instruction

-------------------- Part 2 - Convolutional Neural Networks --------------------

1
Welcome to Part 2 - Convolutional Neural Networks

CNN Intuition

1
What You'll Need for CNN
2
Plan of attack
3
What are convolutional neural networks?
4
Step 1 - Convolution Operation
5
Step 1(b) - ReLU Layer
6
Step 2 - Pooling
7
Step 3 - Flattening
8
Step 4 - Full Connection
9
Summary
10
Softmax & Cross-Entropy

Building a CNN

1
How to get the dataset
2
Installing TensorFlow and Keras
3
Introduction to CNNs
4
Building a CNN - Step 1
5
Building a CNN - Step 2
6
Building a CNN - Step 3
7
Building a CNN - Step 4
8
Building a CNN - Step 5
9
Building a CNN - Step 6
10
Building a CNN - Step 7
11
Building a CNN - Step 8
12
Building a CNN - Step 9
13
Building a CNN - Step 10

Homework - What's that pet ?

1
Homework Instruction
2
Homework Solution

Evaluating, Improving and Tuning the CNN

1
Homework Challenge - Get the gold medal
2
Homework Challenge Solution - Get the gold medal

---------------------- Part 3 - Recurrent Neural Networks ----------------------

1
Welcome to Part 3 - Recurrent Neural Networks

RNN Intuition

1
What You'll Need for RNN
2
Plan of attack
3
The idea behind Recurrent Neural Networks
4
The Vanishing Gradient Problem
5
LSTMs
6
Practical intuition
7
EXTRA: LSTM Variations

Building a RNN

1
How to get the dataset
2
Installing TensorFlow and Keras
3
Building a RNN - Step 1
4
Building a RNN - Step 2
5
Building a RNN - Step 3
6
Building a RNN - Step 4
7
Building a RNN - Step 5
8
Building a RNN - Step 6
9
Building a RNN - Step 7
10
Building a RNN - Step 8
11
Building a RNN - Step 9
12
Building a RNN - Step 10
13
Building a RNN - Step 11
14
Building a RNN - Step 12
15
Building a RNN - Step 13
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