Difference between revisions of "CV - Courses"

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{{#lst:CV|cv-courses_title}}
 
{{#lst:CV|cv-courses_title}}
  
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<section begin=cv-courses />
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{| style="color: black; background-color: white; width: 100%; padding: 0px 0px 0px 0px; border:1px solid #dadae0; border-radius: 4px 0px 0px 4px;"
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<!----------->
  
<section begin=cv-courses />
 
 
{| style="color: black; background-color: white; width: 100%; padding: 0px 0px 0px 0px; border:0px solid #ddddff;"
 
{| style="color: black; background-color: white; width: 100%; padding: 0px 0px 0px 0px; border:0px solid #ddddff;"
 
<!--begin--=======================================================================-->
 
<!--begin--=======================================================================-->
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 +
 +
<!-- 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;">
 
<ul style="padding-left:23px;">
<li style="margin-bottom: 3px; font-size:13pt; font-weight:bold">
+
<li style="margin-bottom: 3px; font-size:10pt; font-weight:bold; width:900pt !important">
''[https://www.udemy.com/course/python-for-data-science-and-machine-learning-bootcamp/ Python for Data Science and Machine Learning Bootcamp, Udemy]''
+
''[https://www.udemy.com/course/react-redux/ Modern React with Redux - 2023 Update]''
 
</li>
 
</li>
<p style="margin-bottom: 5px; margin-left: 20px">
+
</ul>
'''Course content'''
+
<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>
 
</p>
 
</ul>
 
</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">
 +
<ul style="padding-left:23px;">
 +
<li style="margin-bottom: 3px; font-size:10pt; font-weight:bold">
 +
''[https://www.udemy.com/course/python-for-data-science-and-machine-learning-bootcamp/ Python for Data Science and Machine Learning Bootcamp]''
 +
</li>
 +
</ul>
 +
<div class="mw-collapsible-content">
 +
<p style="margin-bottom: 5px; margin-left: 63px">
 +
'''Content overview'''
 +
</p>
 +
{| style="width: 900pt !important"
 
|-
 
|-
 
|
 
|
 +
<ul >
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
NumPy and Pandas
 
NumPy and Pandas
Line 34: Line 145:
 
Geographical Plotting
 
Geographical Plotting
 
</li>
 
</li>
 +
</ul>
 
|
 
|
 +
<ul >
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
Linear Regression
 
Linear Regression
Line 50: Line 163:
 
Support Vector Machines
 
Support Vector Machines
 
</li>
 
</li>
 +
</ul>
 
|
 
|
 +
<ul >
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
K Means Clustering  
 
K Means Clustering  
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.
 
.
 
</div>
 
</div>
 +
</ul>
 
|}
 
|}
 
 
<ul style="padding-left:10px;">
 
<ul style="padding-left:10px;">
<p style="margin-bottom: 10px; margin-left: 52px">
+
<div style="margin-bottom: 10px; margin-left: 32px; width: 900pt !important; line-height: 2em">
 
See the complete course content at https://www.udemy.com/course/python-for-data-science-and-machine-learning-bootcamp/
 
See the complete course content at https://www.udemy.com/course/python-for-data-science-and-machine-learning-bootcamp/
</p>
+
 
 +
[https://www.udemy.com/certificate/UC-2296edd1-2dee-4dfc-84bf-67bca76365af/ Click here to see the Certificate]
 +
<!-- [[Media:Certificate_of_completation-Python_for_data_analysis-Udemy.pdf | Click here to see the Certificate]] -->
 +
</div>
 
</ul>
 
</ul>
 +
</div>
 +
</div>
  
  
 +
<!-- Course  ------------------------------------------------------------- -->
 +
{|
 +
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
 
<ul style="padding-left:23px;">
 
<ul style="padding-left:23px;">
<li style="margin-bottom: 3px; font-size:13pt; font-weight:bold">
+
<li style="margin-bottom: 3px; font-size:10pt; font-weight:bold; width:900pt !important">
 
''[https://www.udemy.com/course/interactive-python-dashboards-with-plotly-and-dash/ Interactive Python Dashboards with Plotly and Dash]''
 
''[https://www.udemy.com/course/interactive-python-dashboards-with-plotly-and-dash/ Interactive Python Dashboards with Plotly and Dash]''
 
</li>
 
</li>
<p style="margin-bottom: 5px; margin-left: 20px">
+
</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/interactive-python-dashboards-with-plotly-and-dash/
 
See course content at https://www.udemy.com/course/interactive-python-dashboards-with-plotly-and-dash/
 
</p>
 
</p>
 
</ul>
 
</ul>
 +
</div>
 +
</div>
  
  
 +
<!-- Course  ------------------------------------------------------------- -->
 +
{|
 +
|}<div class="mw-collapsible mw-collapsed" style="width:400pt; margin-bottom:-5pt">
 
<ul style="padding-left:23px;">
 
<ul style="padding-left:23px;">
<li style="margin-bottom: 3px; font-size:13pt; font-weight:bold">
+
<li style="margin-bottom: 3px; font-size:10pt; font-weight:bold; width:900pt !important">
''[https://www.udemy.com/course/python-for-data-science-and-machine-learning-bootcamp/ AWS Academy - Cloud Architecting]''
+
''[https://www.udemy.com/course/exercises-object-oriented-programming-in-python-oop-course/ Object Oriented Programming in Python (150+ Exercises)]''
 
</li>
 
</li>
<p style="margin-bottom: 5px; margin-left: 20px">
+
</ul>
'''Course content'''
+
<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/exercises-object-oriented-programming-in-python-oop-course/
 
</p>
 
</p>
 
</ul>
 
</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">
 +
''AWS Academy - Cloud Foundations''
 +
</li>
 +
</ul>
 +
<div class="mw-collapsible-content">
 +
<p style="margin-bottom: 5px; margin-left: 63px">
 +
'''Content overview'''
 +
</p>
 +
{| style="width: 900pt !important"
 
|-
 
|-
 
|
 
|
 +
<ul >
 +
<li style="margin-bottom: 5px; margin-left: 75px">
 +
    Introduction to AWS Cloud
 +
</li>
 +
<li style="margin-bottom: 5px; margin-left: 75px">
 +
    Essential Characteristics of cloud computing, Service Model, Deployment Models
 +
</li>
 +
<li style="margin-bottom: 5px; margin-left: 75px">
 +
    AWS Global Infrastructure: Regions, Availability zones, Edge Locations
 +
</li>
 +
<div style="margin-bottom: 5px; margin-left: 100px; color:white">
 +
.
 +
</div>
 +
</ul>
 +
|
 +
<ul >
 +
<li style="margin-bottom: 5px; margin-left: 75px">
 +
    AWS foundation services:
 +
</li>
 +
<li style="margin-bottom: 5px; margin-left: 100px">
 +
    Compute: EC2, AWS Lambda, ECS, Auto Scaling
 +
</li>
 +
<li style="margin-bottom: 5px; margin-left: 100px">
 +
    Networking: VPC, Elastic Load Balancer, Route 53
 +
</li>
 +
<li style="margin-bottom: 5px; margin-left: 100px">
 +
    Storage: Amazon EBS, Amazon S3, Amazon EFS, Amazon Relational Database Service (RDS)
 +
</li>
 +
</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">
 +
''AWS Academy - Cloud Architecting''
 +
</li>
 +
</ul>
 +
<div class="mw-collapsible-content">
 +
<p style="margin-bottom: 5px; margin-left: 63px">
 +
'''Content overview'''
 +
</p>
 +
{| style="width: 900pt !important"
 +
|-
 +
|
 +
<ul >
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
Designing a cloud environment
 
Designing a cloud environment
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</li>
 
</li>
 
<li style="margin-bottom: 5px; margin-left: 100px">
 
<li style="margin-bottom: 5px; margin-left: 100px">
Configuring VPS, Availability zones, NAT Gateway, Route Table, Load Balancer, Auto Scaling Group. Configuring VPS, Availability zones, NAT Gateway, Route Table, Load Balancer, Auto Scaling Group. Configuring VPS, Availability zones, NAT Gateway, Route Table, Load Balancer, Auto Scaling Group.
+
Configuring VPS, Availability zones, NAT Gateway, Route Table, Load Balancer, Auto Scaling Group.
 
</li>
 
</li>
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
<li style="margin-bottom: 5px; margin-left: 75px">
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.
 
.
 
</div>
 
</div>
 +
</ul>
 
|
 
|
 +
<ul >
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
Decoupling your Infrastructure
 
Decoupling your Infrastructure
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</li>
 
</li>
 
<li style="margin-bottom: 5px; margin-left: 100px">
 
<li style="margin-bottom: 5px; margin-left: 100px">
Caching with Amazon CloudFront
+
Caching with Amazon CloudFront  
 
</li>
 
</li>
 
<li style="margin-bottom: 5px; margin-left: 100px">
 
<li style="margin-bottom: 5px; margin-left: 100px">
 
Storing relational data in Amazon RDS, Managing NoSQL databases
 
Storing relational data in Amazon RDS, Managing NoSQL databases
 
</li>
 
</li>
 +
</ul>
 +
|
 +
<ul >
 +
<li style="margin-bottom: 5px; margin-left: 75px">
 +
Multi-region failover with Amazon Route 53
 +
</li>
 +
</ul>
 +
<div style="margin-bottom: 5px; margin-left: 100px; color:white">
 +
.
 +
</div>
 +
<div style="margin-bottom: 5px; margin-left: 100px; color:white">
 +
.
 +
</div>
 +
<div style="margin-bottom: 5px; margin-left: 100px; color:white">
 +
.
 +
</div>
 +
<div style="margin-bottom: 5px; margin-left: 100px; color:white">
 +
.
 +
</div>
 +
<div style="margin-bottom: 5px; margin-left: 100px; color:white">
 +
.
 +
</div>
 +
|}
 +
</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">
 +
''[https://www.udemy.com/course/linux-academy-red-hat-certified-systems-administrator-prep/ Red Hat Certified Systems Administrator Prep (RHCSA)]''
 +
</li>
 +
</ul>
 +
<div class="mw-collapsible-content">
 +
<p style="margin-bottom: 5px; margin-left: 63px">
 +
'''Content overview'''
 +
</p>
 +
{| style="min-width: 950pt !important"
 +
|-
 +
|
 +
<ul >
 +
<li style="margin-bottom: 5px; margin-left: 75px">
 +
Essential tools:
 +
</li>
 +
<li style="margin-bottom: 5px; margin-left: 100px">
 +
Input/output redirection. Grep and Regular Expressions to analyse text
 +
</li>
 +
<li style="margin-bottom: 5px; margin-left: 100px">
 +
Access remote systems using SSH. Configure key-based authentication for SSH. Finding files with Locate and Find
 +
</li>
 +
<li style="margin-bottom: 5px; margin-left: 100px">
 +
Archive and Compress files using tar and gzip. Create hard and soft links
 +
</li>
 +
<li style="margin-bottom: 5px; margin-left: 75px">
 +
Managing Processes: Adjust process priority and kill processes
 +
</li>
 +
</ul>
 
|
 
|
 +
<ul >
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
<li style="margin-bottom: 5px; margin-left: 75px">
...
+
Configure Local Storage:
 +
</li>
 +
<li style="margin-bottom: 5px; margin-left: 100px">
 +
List, Create and Delete partitions on MBR and GPT Disks. Configure systems to mount file systems at Boot
 +
</li>
 +
<li style="margin-bottom: 5px; margin-left: 100px">
 +
Add new partitions, logical volumes and Swap to a System
 
</li>
 
</li>
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
+
Create and configure File Systems:
 +
</li>
 +
<li style="margin-bottom: 5px; margin-left: 100px">
 +
Create and Mount VFAT, EXT4 and XFS file systems. Mount CIFS and NFS Network File systems
 +
</li>
 +
</ul>
 +
|
 +
<ul >
 +
<li style="margin-bottom: 5px; margin-left: 75px">
 +
Configure network connections statically or dynamically.
 +
</li>
 +
<li style="margin-bottom: 5px; margin-left: 75px">
 +
Schedule tasks using «at» and «cron»
 
</li>
 
</li>
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
<li style="margin-bottom: 5px; margin-left: 75px">
 
+
Install and update software packages and managing repositories using «yum»
 +
</li>
 +
<li style="margin-bottom: 0px; margin-left: 75px">
 +
Manage users and groups: Create, delete and modify user accounts and groups
 
</li>
 
</li>
 
<li style="margin-bottom: 0px; margin-left: 75px">
 
<li style="margin-bottom: 0px; margin-left: 75px">
 
+
Configure Firewall settings.
 
</li>
 
</li>
 +
</ul>
 
|}
 
|}
 
 
<ul style="padding-left:10px;">
 
<ul style="padding-left:10px;">
<p style="margin-bottom: 10px; margin-left: 52px">
+
<p style="margin-bottom: 10px; margin-left: 32px; width: 900pt !important">
See the complete course content at https://www.udemy.com/course/python-for-data-science-and-machine-learning-bootcamp/
+
See the complete course content at https://www.udemy.com/course/linux-academy-red-hat-certified-systems-administrator-prep/
 
</p>
 
</p>
 
</ul>
 
</ul>
 
+
</div>
 
+
</div>
 
 
 
<!--end--=========================================================================-->
 
<!--end--=========================================================================-->
 +
<div style="min-height: 20pt">
 +
</div>
 
|-
 
|-
 +
|}
 +
<!-- Marco -->
 +
<!----------->
 +
</div>
 +
<!--==============================================================================-->
 
|}
 
|}
 
<section end=cv-courses />
 
<section end=cv-courses />

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.