Ahmad Samir Alfaar

Courses to attend

LAS interactive 

Datacamp

Applied Project Management
University of California, Irvine
https://www.coursera.org/learn/project-management/home/
https://www.coursera.org/learn/project-planning-1/home
https://www.coursera.org/learn/project-execution/home/
https://www.coursera.org/learn/project-practicum-with-multiple-projects/home/

Medical Neuroscience
Duke University
https://www.coursera.org/learn/medical-neuroscience/home

Introduction to Data Exploration and Visualization
Arizona State University
https://www.coursera.org/learn/intro-to-data-exploration/home

Classical papers in molecular genetics
University of Geneva
https://www.coursera.org/learn/papers-molecular-genetics/home

Marketing Through Social Media
HEC Paris
https://www.coursera.org/learn/marketing-through-social-media/home

Open Source tools for Data Science
IBM
https://www.coursera.org/learn/open-source-tools-for-data-science/home

How Google does Machine Learning
Google Cloud
https://www.coursera.org/learn/google-machine-learning/home

What is Data Science?
IBM
https://www.coursera.org/learn/what-is-datascience/home

Mathematics for Machine Learning: Linear Algebra

https://www.coursera.org/learn/linear-algebra-machine-learning

Mathematics for Machine Learning: PCA
Imperial College London

https://www.coursera.org/learn/pca-machine-learning/home

Mathematics for Machine Learning: Multivariate Calculus
Imperial College London
https://www.coursera.org/learn/multivariate-calculus-machine-learning/home

Interviewing and Resume Writing in English

Interview Research and Preparation
COURSE 1

Interview Research and Preparation

 

Successful Interviewing
COURSE 2

Successful Interviewing

 

Advanced Interviewing Techniques
COURSE 3

Advanced Interviewing Techniques

 

Writing Winning Resumes and Cover Letters
COURSE 4

Writing Winning Resumes and Cover Letters

 

How To Land the Job You Want (Capstone Project)
COURSE 5

How To Land the Job You Want (Capstone Project)

 

Learn English: Advanced Grammar and Punctuation
University of California, Irvine

Verb Tenses and Passives
COURSE 1

Verb Tenses and Passives

Conjunctions, Connectives, and Adverb Clauses
COURSE 2

Conjunctions, Connectives, and Adverb Clauses

Noun Clauses and Conditionals
COURSE 3

Noun Clauses and Conditionals

Advanced Grammar & Punctuation Project
COURSE 4

Advanced Grammar & Punctuation Project

 

Data Analysis and Presentation Skills: the PwC Approach

PwC

Data-driven Decision Making
COURSE 1

Data-driven Decision Making

Problem Solving with Excel
COURSE 2

Problem Solving with Excel

Data Visualization with Advanced Excel
COURSE 3

Data Visualization with Advanced Excel

Effective Business Presentations with Powerpoint
COURSE 4

Effective Business Presentations with Powerpoint

Data Analysis and Presentation Skills: the PwC Approach Final Project
COURSE 5

Data Analysis and Presentation Skills: the PwC Approach Final Project

 

Mastering Software Development in R

Johns Hopkins University

The R Programming Environment
COURSE 1

The R Programming Environment

Advanced R Programming
COURSE 2

Advanced R Programming

Building R Packages
COURSE 3

Building R Packages

Building Data Visualization Tools
COURSE 4

Building Data Visualization Tools

Mastering Software Development in R Capstone
COURSE 5

Mastering Software Development in R Capstone

Genomic Data Science

Johns Hopkins University

COURSE 1

Introduction to Genomic Technologies

COURSE 2

Genomic Data Science with Galaxy

Python for Genomic Data Science
COURSE 3

Python for Genomic Data Science

Algorithms for DNA Sequencing
COURSE 4

Algorithms for DNA Sequencing

Command Line Tools for Genomic Data Science
COURSE 5

Command Line Tools for Genomic Data Science

Bioconductor for Genomic Data Science
COURSE 6

Bioconductor for Genomic Data Science

Statistics for Genomic Data Science
COURSE 7

Statistics for Genomic Data Science

Genomic Data Science Capstone
COURSE 8

Genomic Data Science Capstone

Deep Learning

deeplearning.ai

Neural Networks and Deep Learning
COURSE 1

Neural Networks and Deep Learning

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
COURSE 2

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

Structuring Machine Learning Projects
COURSE 3

Structuring Machine Learning Projects

Convolutional Neural Networks
COURSE 4

Convolutional Neural Networks

Sequence Models
COURSE 5

Sequence Models

Systems Biology and Biotechnology

Icahn School of Medicine at Mount Sinai

Introduction to Systems Biology
COURSE 1

Introduction to Systems Biology

Experimental Methods in Systems Biology
COURSE 2

Experimental Methods in Systems Biology

Network Analysis in Systems Biology
COURSE 3

Network Analysis in Systems Biology

Dynamical Modeling Methods for Systems Biology
COURSE 4

Dynamical Modeling Methods for Systems Biology

Integrated Analysis in Systems Biology
COURSE 5

Integrated Analysis in Systems Biology

Systems Biology and Biotechnology Capstone
COURSE 6

Systems Biology and Biotechnology Capstone

Data Analysis and Interpretation

Wesleyan University

Data Management and Visualization
COURSE 1

Data Management and Visualization

Data Analysis Tools
COURSE 2

Data Analysis Tools

Regression Modeling in Practice
COURSE 3

Regression Modeling in Practice

Machine Learning for Data Analysis
COURSE 4

Machine Learning for Data Analysis

Data Analysis and Interpretation Capstone
COURSE 5

Data Analysis and Interpretation Capstone

Bioinformatics

University of California San Diego

Finding Hidden Messages in DNA (Bioinformatics I)
COURSE 1

Finding Hidden Messages in DNA (Bioinformatics I)

Genome Sequencing (Bioinformatics II)
COURSE 2

Genome Sequencing (Bioinformatics II)

Comparing Genes, Proteins, and Genomes (Bioinformatics III)
COURSE 3

Comparing Genes, Proteins, and Genomes (Bioinformatics III)

Molecular Evolution (Bioinformatics IV)
COURSE 4

Molecular Evolution (Bioinformatics IV)

Genomic Data Science and Clustering (Bioinformatics V)
COURSE 5

Genomic Data Science and Clustering (Bioinformatics V)

Finding Mutations in DNA and Proteins (Bioinformatics VI)
COURSE 6

Finding Mutations in DNA and Proteins (Bioinformatics VI)

Bioinformatics Capstone: Big Data in Biology
COURSE 7

Bioinformatics Capstone: Big Data in Biology

 

3D Model Creation with Autodesk Fusion 360

3D Model Creation with Autodesk Fusion 360

  • Autodesk
Managerial Accounting Fundamentals

Managerial Accounting Fundamentals

  • University of Virginia
Operating Systems and You: Becoming a Power User

Operating Systems and You: Becoming a Power User

  • Google

Statistics with R

  • Duke University
Introduction to Probability and Data
COURSE 1

Introduction to Probability and Data

Inferential Statistics
COURSE 2

Inferential Statistics

Linear Regression and Modeling
COURSE 3

Linear Regression and Modeling

Bayesian Statistics
COURSE 4

Bayesian Statistics

Statistics with R Capstone
COURSE 5

Statistics with R Capstone

 

Effective Sales – An Overview

Effective Sales – An Overview

Fundação Instituto de Administração

Sales Strategy

Sales Strategy

Fundação Instituto de Administração

 

Data Science

Johns Hopkins University

COURSE 1

The Data Scientist’s Toolbox

R Programming
COURSE 2

R Programming

Getting and Cleaning Data
COURSE 3

Getting and Cleaning Data

Exploratory Data Analysis
COURSE 4

Exploratory Data Analysis

Reproducible Research
COURSE 5

Reproducible Research

Statistical Inference
COURSE 6

Statistical Inference

Regression Models
COURSE 7

Regression Models

Practical Machine Learning
COURSE 8

Practical Machine Learning

Developing Data Products
COURSE 9

Developing Data Products

Data Science Capstone
COURSE 10

Data Science Capstone

 

Interviewing and Resume Writing in English

University of Maryland, College Park

Interview Research and Preparation
COURSE 1

Interview Research and Preparation

Successful Interviewing
COURSE 2

Successful Interviewing

Advanced Interviewing Techniques
COURSE 3

Advanced Interviewing Techniques

Writing Winning Resumes and Cover Letters
COURSE 4

Writing Winning Resumes and Cover Letters

How To Land the Job You Want (Capstone Project)
COURSE 5

How To Land the Job You Want (Capstone Project)

 

Business Statistics and Analysis

  • Rice University
COURSE 1

Introduction to Data Analysis Using Excel

Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions
COURSE 2

Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions

Business Applications of Hypothesis Testing and Confidence Interval Estimation
COURSE 3

Business Applications of Hypothesis Testing and Confidence Interval Estimation

Linear Regression for Business Statistics
COURSE 4

Linear Regression for Business Statistics

Business Statistics and Analysis Capstone
COURSE 5

Business Statistics and Analysis Capstone

 

Big Data

  • University of California San Diego
COURSE 1

Introduction to Big Data

Big Data Modeling and Management Systems
COURSE 2

Big Data Modeling and Management Systems

Big Data Integration and Processing
COURSE 3

Big Data Integration and Processing

Machine Learning With Big Data
COURSE 4

Machine Learning With Big Data

Graph Analytics for Big Data
COURSE 5

Graph Analytics for Big Data

Big Data - Capstone Project
COURSE 6

Big Data – Capstone Project

Advanced Neurobiology I

Advanced Neurobiology I

  • Peking University
Advanced Neurobiology II

Advanced Neurobiology II

  • Peking University
Computational Neuroscience

Computational Neuroscience

  • University of Washington

 

Writing in the Sciences

Writing in the Sciences

Stanford University

Corporate Strategy

Corporate Strategy

University of London

UCL School of Management

 

Advanced Linear Models for Data Science 1: Least Squares

Advanced Linear Models for Data Science 1: Least Squares

Johns Hopkins University

 

Visual Analytics with Tableau

Visual Analytics with Tableau

University of California, Davis

How to Write and Publish a Scientific Paper (Project-Centered Course)

How to Write and Publish a Scientific Paper (Project-Centered Course)

École Polytechnique

Text Mining and Analytics

Text Mining and Analytics

University of Illinois at Urbana-Champaign

Qualitative Research Methods

Qualitative Research Methods

University of Amsterdam

Data Visualization

Data Visualization

University of Illinois at Urbana-Champaign

 

Introduction to Mathematical Thinking

Introduction to Mathematical Thinking

Stanford University

Introduction to Cataract Surgery

Introduction to Cataract Surgery

University of Michigan

Process Mining: Data science in Action

Process Mining: Data science in Action

Eindhoven University of Technology

Understanding Clinical Research: Behind the Statistics

Understanding Clinical Research: Behind the Statistics

University of Cape Town

Biology Meets Programming: Bioinformatics for Beginners

Biology Meets Programming: Bioinformatics for Beginners

University of California San Diego

Calculus Two: Sequences and Series

Calculus Two: Sequences and Series

The Ohio State University

Powerful Tools for Teaching and Learning: Web 2.0 Tools

Powerful Tools for Teaching and Learning: Web 2.0 Tools

University of Houston System

Mastering Data Analysis in Excel

Mastering Data Analysis in Excel

Duke University

Bioinformatic Methods I

Bioinformatic Methods I

  • University of Toronto
Bioinformatic Methods II

Bioinformatic Methods II

University of Toronto

Mathematical Biostatistics Boot Camp 1

Mathematical Biostatistics Boot Camp 1

Johns Hopkins University

Statistical Reasoning for Public Health 1: Estimation, Inference, & Interpretation

Statistical Reasoning for Public Health 1: Estimation, Inference, & Interpretation

Johns Hopkins University

Introduction to Systematic Review and Meta-Analysis

Introduction to Systematic Review and Meta-Analysis

Johns Hopkins University

Genomic and Precision Medicine

Genomic and Precision Medicine

University of California, San Francisco

Understanding Research: An Overview for Health Professionals

Understanding Research: An Overview for Health Professionals

University of California, San Francisco

Experimentation for Improvement

Experimentation for Improvement

McMaster University

Introduction to Data Science

Introduction to Data Science

University of Washington

Data Management for Clinical Research

Data Management for Clinical Research

Vanderbilt University

Machine Learning

Machine Learning

Stanford University

 

Pre-Calculus

Pre-Calculus

University of California, Irvine

Algorithms, Part I

Algorithms, Part I

Princeton University

Algorithms: Design and Analysis, Part 1

Algorithms: Design and Analysis, Part 1

Stanford University

Blended Learning: Personalizing Education for Students

Blended Learning: Personalizing Education for Students

New Teacher Center

Silicon Schools Fund

Clayton Christensen Institute

Teaching Character and Creating Positive Classrooms

Teaching Character and Creating Positive Classrooms

Relay Graduate School of Education

University Teaching 101

University Teaching 101

Johns Hopkins University

Instructional Methods in Health Professions Education

Instructional Methods in Health Professions Education

University of Michigan

Advanced Instructional Strategies in the Virtual Classroom

Advanced Instructional Strategies in the Virtual Classroom

University of California, Irvine

Data Analysis and Statistical Inference

Data Analysis and Statistical Inference

Duke University

Computing for Data Analysis

Computing for Data Analysis

Johns Hopkins University

Design and Interpretation of Clinical Trials

Design and Interpretation of Clinical Trials

Johns Hopkins University

Bioinformatics Algorithms (Part 1)

Bioinformatics Algorithms (Part 1)

University of California San Diego

Preparation for Introductory Biology: DNA to Organisms

Preparation for Introductory Biology: DNA to Organisms

University of California, Irvine

Virology I: How Viruses Work

Virology I: How Viruses Work

Columbia University

Coding the Matrix: Linear Algebra through Computer Science Applications

Coding the Matrix: Linear Algebra through Computer Science Applications

Brown University

Case-Based Introduction to Biostatistics

Case-Based Introduction to Biostatistics

Johns Hopkins University

Analysis of Algorithms

Analysis of Algorithms

Princeton University

Discrete Optimization

Discrete Optimization

The University of Melbourne

Introduction to Public Speaking

Introduction to Public Speaking

University of Washington

Introduction to Data Science

Introduction to Data Science

University of Washington

 

Writing II: Rhetorical Composing

Writing II: Rhetorical Composing

The Ohio State University

Introduction to Logic

Introduction to Logic

Stanford University

Statistics: Making Sense of Data

Statistics: Making Sense of Data

University of Toronto

Neural Networks for Machine Learning

Neural Networks for Machine Learning

University of Toronto

Artificial Intelligence Planning

Artificial Intelligence Planning

The University of Edinburgh

Global Health: An Interdisciplinary Overview

Global Health: An Interdisciplinary Overview

University of Geneva

Epidemiology: The Basic Science of Public Health

Epidemiology: The Basic Science of Public Health

The University of North Carolina at Chapel Hill

Programmed cell death

Programmed cell death

Ludwig-Maximilians-Universität München (LMU)

Computational Molecular Evolution

Computational Molecular Evolution

Technical University of Denmark (DTU)

Introductory Human Physiology

Introductory Human Physiology

Duke University

Epigenetic Control of Gene Expression

Epigenetic Control of Gene Expression

The University of Melbourne

An Introduction to Operations Management

An Introduction to Operations Management

University of Pennsylvania

Experimental Genome Science

Experimental Genome Science

University of Pennsylvania

Statistics One

Statistics One

Princeton University

Introduction to Genomic Technologies

Introduction to Genomic Technologies

Johns Hopkins University

 

 

https://www.datacamp.com/groups/statistics-using-r

https://courses.edx.org/courses/course-v1:KyotoUx+005x+1T2017/course/

https://ocw.mit.edu/courses/biology/7-91j-foundations-of-computational-and-systems-biology-spring-2014/

 

Course Certificate for

Introduction to Data Exploration and Visualization

Certificate: Earn by Nov 14, 2018

Mathematics for Machine Learning: PCA

Certificate: Earn by Sep 1, 2018

Open Source tools for Data Science

Certificate: Earn by Sep 8, 2018

How Google does Machine Learning

Certificate: Earn by Aug 19, 2018

What is Data Science?

Certificate: Earn by Sep 8, 2018

Mathematics for Machine Learning: Multivariate Calculus

Certificate: Earn by Sep 1, 2018

3D Model Creation with Autodesk Fusion 360

Certificate: Earn by Jul 7, 2018

Managerial Accounting Fundamentals

Certificate: Earn by Jul 14, 2018

Operating Systems and You: Becoming a Power User

Certificate: Earn by Jul 22, 2018

 

https://www.futurelearn.com/courses/digital-skills-digital-marketing

Google Machine / Deep Learning

https://codelabs.developers.google.com/codelabs/tensorflow-for-poets/index.html#4

https://developers.google.com/machine-learning/crash-course/

https://ai.google/education/#%3Fmodal_active=none

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Data mining with machine learning techniques in Weka

https://www.cs.waikato.ac.nz/ml/weka/courses.html

 

Publons Academy

https://publons.com/academy/module/1/

https://publons.com/community/academy/

 

Udacity

Intro to Statistics

https://classroom.udacity.com/courses/st101

Deep Learning

https://classroom.udacity.com/courses/ud730

Machine Learning: Unsupervised Learning

https://classroom.udacity.com/courses/ud741

Machine Learning: Supervised Learning

https://classroom.udacity.com/courses/ud675

Data Analysis with R

https://classroom.udacity.com/courses/ud651

Intro to Inferential Statistics

https://classroom.udacity.com/courses/ud201

 

Udemy

Machine Learning A-Z™: Hands-On Python & R In Data Science

https://www.udemy.com/machinelearning/learn/v4/overview

The Ultimate Drawing Course

https://www.udemy.com/the-ultimate-drawing-course-beginner-to-advanced

 

EDX:

Introduction to Computer Science

https://www.edx.org/course/cs50s-introduction-computer-science-harvardx-cs50x

Customer Relationship Management

https://www.edx.org/course/customer-relationship-management

Introduction to Statistical Methods of Gene Mapping

https://www.edx.org/course/introduction-to-statistical-methods-for-gene-mapping

UTAustinX: UT.7.10x Foundations of Data Analysis – Part 1

https://courses.edx.org/courses/course-v1:UTAustinX+UT.7.10x+1T2016/

Microsoft: DAT209x Programming in R for Data Science

https://courses.edx.org/courses/course-v1:Microsoft+DAT209x+5T2016/

MITx: 7.28.2x Molecular Biology: Transcription and Transposition

https://courses.edx.org/courses/course-v1:MITx+7.28.2x_1+2T2016/

MITx: 7.QBWx Quantitative Biology Workshop

https://courses.edx.org/courses/course-v1:MITx+7.QBWx_3+1T2016

https://www.youtube.com/channel/UC0ey7oMJwFvGqmeXCRWwF_Q/featured

 

Light, Spike, and Sight: The Neuroscience of Vision

https://www.edx.org/course/light-spike-sight-neuroscience-vision-mitx-9-01-1x

 

 

 

Introduction to Computational Neuroscience

https://ocw.mit.edu/courses/brain-and-cognitive-sciences/9-29j-introduction-to-computational-neuroscience-spring-2004/

 

Sample of Scientific Writing and Publishing

https://masterclasses.nature.com/courses/103/videos/816

 

Statistics and probability for Engineers

https://videos.najah.edu/node/1249?page=1

 

Search about Metsearch:

https://www.google.de/search?q=Metaresearch&oq=Metaresearch&aqs=chrome..69i57j69i61l2&sourceid=chrome&ie=UTF-8

 

Stanford Learn

Writing in the Sciences

 

Medicine – SciWrite

Statistical Learning

HumanitiesScience –StatLearning

 

Statistics in Medicine

Medicine – HRP258

Statistical Reasoning (Open + Free)

OLI –StatReasoning – SELF PACED

 

BCH441 – Bioinformatics

http://steipe.biochemistry.utoronto.ca/abc/index.php/Bioinformatics_Main_Page

 

To read:

https://bookofbadarguments.com/ar/

 

11-785 Introduction to Deep Learning

http://deeplearning.cs.cmu.edu/

 

Kid:

https://csfirst.withgoogle.com/