Difference between revisions of "CV - Courses"

From Sinfronteras
Jump to: navigation, search
 
(One intermediate revision by the same user not shown)
Line 24: Line 24:
  
  
−
<!-- Course 1 ------------------------------------------------------------- -->
+
<!-- Course ------------------------------------------------------------- -->
 +
{|
 +
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
 +
<ul style="padding-left:23px;">
 +
<li style="margin-bottom: 3px; font-size:10pt; font-weight:bold; width:900pt !important">
 +
''[https://www.udemy.com/course/django-python-advanced/ Build a Backend REST API with Python & Django - Advanced]''
 +
</li>
 +
</ul>
 +
<div class="mw-collapsible-content">
 +
<ul style="padding-left:10px;">
 +
<p style="margin-bottom: 10px; margin-left: 32px; width: 900pt !important">
 +
See course content at https://www.udemy.com/course/django-python-advanced/
 +
</p>
 +
</ul>
 +
</div>
 +
</div>
 +
 
 +
 
 +
<!-- Course  ------------------------------------------------------------- -->
 +
{|
 +
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
 +
<ul style="padding-left:23px;">
 +
<li style="margin-bottom: 3px; font-size:10pt; font-weight:bold; width:900pt !important">
 +
''[https://www.udemy.com/course/fastapi-the-complete-course/ FastAPI - The Complete Course 2023 (Beginner + Advanced)]''
 +
</li>
 +
</ul>
 +
<div class="mw-collapsible-content">
 +
<ul style="padding-left:10px;">
 +
<p style="margin-bottom: 10px; margin-left: 32px; width: 900pt !important">
 +
See course content at https://www.udemy.com/course/fastapi-the-complete-course/
 +
</p>
 +
</ul>
 +
</div>
 +
</div>
 +
 
 +
 
 +
<!-- Course  ------------------------------------------------------------- -->
 +
{|
 +
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
 +
<ul style="padding-left:23px;">
 +
<li style="margin-bottom: 3px; font-size:10pt; font-weight:bold; width:900pt !important">
 +
''[https://www.udemy.com/course/build-a-modern-api-with-fastapi-and-python/ Build a Modern API with FastAPI and Python]''
 +
</li>
 +
</ul>
 +
<div class="mw-collapsible-content">
 +
<ul style="padding-left:10px;">
 +
<p style="margin-bottom: 10px; margin-left: 32px; width: 900pt !important">
 +
See course content at https://www.udemy.com/course/build-a-modern-api-with-fastapi-and-python/
 +
</p>
 +
</ul>
 +
</div>
 +
</div>
 +
 
 +
 
 +
<!-- Course  ------------------------------------------------------------- -->
 +
{|
 +
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
 +
<ul style="padding-left:23px;">
 +
<li style="margin-bottom: 3px; font-size:10pt; font-weight:bold; width:900pt !important">
 +
''[https://www.udemy.com/course/react-redux/ Modern React with Redux - 2023 Update]''
 +
</li>
 +
</ul>
 +
<div class="mw-collapsible-content">
 +
<ul style="padding-left:10px;">
 +
<p style="margin-bottom: 10px; margin-left: 32px; width: 900pt !important">
 +
See course content at https://www.udemy.com/course/react-redux/
 +
</p>
 +
</ul>
 +
</div>
 +
</div>
 +
 
 +
 
 +
<!-- Course  ------------------------------------------------------------- -->
 +
{|
 +
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
 +
<ul style="padding-left:23px;">
 +
<li style="margin-bottom: 3px; font-size:10pt; font-weight:bold; width:900pt !important">
 +
''[https://www.udemy.com/course/tensorflow-developer-certificate-machine-learning-zero-to-mastery/ TensorFlow Developer Certificate in 2023: Zero to Mastery]''
 +
</li>
 +
</ul>
 +
<div class="mw-collapsible-content">
 +
<ul style="padding-left:10px;">
 +
<p style="margin-bottom: 10px; margin-left: 32px; width: 900pt !important">
 +
See course content at https://www.udemy.com/course/tensorflow-developer-certificate-machine-learning-zero-to-mastery/
 +
</p>
 +
</ul>
 +
</div>
 +
</div>
 +
 
 +
 
 +
<!-- Course  ------------------------------------------------------------- -->
 
{|
 
{|
 
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
 
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
Line 105: Line 195:
  
  
−
<!-- Course 2 ------------------------------------------------------------- -->
+
<!-- Course ------------------------------------------------------------- -->
 
{|
 
{|
 
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
 
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
Line 123: Line 213:
  
  
−
<!-- Course 3 ------------------------------------------------------------- -->
+
<!-- Course ------------------------------------------------------------- -->
 
{|
 
{|
 
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
 
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
Line 141: Line 231:
  
  
−
<!-- Course 4 ------------------------------------------------------------- -->
+
<!-- Course ------------------------------------------------------------- -->
 
{|
 
{|
 
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
 
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
Line 190: Line 280:
  
  
−
<!-- Course 5 ------------------------------------------------------------- -->
+
<!-- Course ------------------------------------------------------------- -->
 
{|
 
{|
 
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
 
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
Line 275: Line 365:
  
  
−
<!-- Course 6 ------------------------------------------------------------- -->
+
<!-- Course ------------------------------------------------------------- -->
 
{|
 
{|
 
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
 
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">

Latest revision as of 13:46, 14 June 2023











Content overview

  • NumPy and Pandas
  • Python for Data Visualization:
  • Matplotlib, Seaborn, Pandas Built-in-Data Visualization
  • Plotly and Cufflinks
  • Geographical Plotting
  • Linear Regression
  • Cross Validation and Bias-Variance Trade-Off
  • K Nearest Neighbors
  • Decision Tress and Random Forests
  • Support Vector Machines
  • K Means Clustering
  • Principal Component Analysis
  • Recommender Systems
  • Natural Language Processing

    • .




  • AWS Academy - Cloud Foundations

Content overview

  • Introduction to AWS Cloud
  • Essential Characteristics of cloud computing, Service Model, Deployment Models
  • AWS Global Infrastructure: Regions, Availability zones, Edge Locations

    • .

  • AWS foundation services:
  • Compute: EC2, AWS Lambda, ECS, Auto Scaling
  • Networking: VPC, Elastic Load Balancer, Route 53
  • Storage: Amazon EBS, Amazon S3, Amazon EFS, Amazon Relational Database Service (RDS)


  • AWS Academy - Cloud Architecting

Content overview

  • Designing a cloud environment
  • Designing for High Availability
  • Configuring VPS, Availability zones, NAT Gateway, Route Table, Load Balancer, Auto Scaling Group.
  • Automating your Infrastructure
  • Infrastructure as code
  • AWS CloudFormation Templates

    • .

  • Decoupling your Infrastructure
  • Loose coupling Strategies
  • Designing Web Scale Media
  • Storing Web-Accessible Content with Amazon S3
  • Caching with Amazon CloudFront
  • Storing relational data in Amazon RDS, Managing NoSQL databases
  • Multi-region failover with Amazon Route 53

.

.

.

.

.


Content overview

  • Essential tools:
  • Input/output redirection. Grep and Regular Expressions to analyse text
  • Access remote systems using SSH. Configure key-based authentication for SSH. Finding files with Locate and Find
  • Archive and Compress files using tar and gzip. Create hard and soft links
  • Managing Processes: Adjust process priority and kill processes
  • Configure Local Storage:
  • List, Create and Delete partitions on MBR and GPT Disks. Configure systems to mount file systems at Boot
  • Add new partitions, logical volumes and Swap to a System
  • Create and configure File Systems:
  • Create and Mount VFAT, EXT4 and XFS file systems. Mount CIFS and NFS Network File systems
  • Configure network connections statically or dynamically.
  • Schedule tasks using «at» and «cron»
  • Install and update software packages and managing repositories using «yum»
  • Manage users and groups: Create, delete and modify user accounts and groups
  • Configure Firewall settings.
Retrieved from "http://wiki.sinfronteras.ws/index.php?title=CV_-_Courses&oldid=24831"