Para chegar onde eu quero

Começar. É Gratuito
ou inscrever-se com seu endereço de e-mail
Para chegar onde eu quero por Mind Map: Para chegar onde eu quero

1. Model Training

2. Analysis

3. Software Development

3.1. Technologies

3.1.1. Web

3.1.1.1. Javascript

3.1.1.2. HTML+CSS

3.1.2. Cloud

3.1.3. Mobile

3.2. Systems Design

3.2.1. Backend

3.2.2. Parallel computing

3.2.3. Networks

3.3. Layers

3.3.1. Requirements Elicitation

3.3.2. Architecture

3.3.3. Data Structure Design

3.3.3.1. Database design

3.3.3.2. SQL

3.3.4. Implementation

3.3.5. Testing

3.3.6. Software engineering practices

3.3.6.1. Design Patterns

3.3.6.2. Project management techniques

3.3.6.2.1. Scrum

3.3.6.2.2. XP

3.3.6.2.3. Waterfall

4. Predictive Analysis

4.1. Data extraction

4.1.1. API

4.1.2. Crawling

4.2. Pre processing

4.2.1. Wrangling

4.2.2. Feature enginnering

4.3. Dimensionality reduction

4.3.1. Principal Componente analysis

4.3.2. Stemming

4.3.3. Lematization

4.4. Tokenization

4.4.1. TF-IDF

4.4.2. Exploratory analysis

4.4.3. word2vector

4.4.4. doc2vec

4.5. GloVe

4.6. Predictive Analysis

4.7. Delivery

5. Programing

5.1. Classic Algorithms

5.1.1. Sort

5.1.2. Search

5.2. Programming Paradigms

5.3. Data structures

5.4. Best Practices

5.4.1. TARDOS. Algorithm Design

5.4.2. CORMEN. Algortihms

5.5. Competition/Interview

5.5.1. Cracking the Code interview

5.5.2. CP3

5.5.3. Codeforces

5.5.4. Contests

6. Online Presence

6.1. GitHub

6.1.1. Kernels

6.1.2. Codeforces codes

6.2. Personal projects (blog/medium?)

6.2.1. Resumos de artigo

6.2.2. Personal Data visualizations

6.2.3. Projects / experiments

6.2.4. Web projects

6.2.5. Tutorials

6.3. Kaggle

6.3.1. Kernels

6.3.2. Competitions

7. Statistics

7.1. How to Learn Statistics for Data Science, The Self-Starter Way