Linear Regression in Machine Learning - Linear Regression Algorithm
This video teaches Linear Regression and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.
Data Science Full Course for Beginners - Python for Data Science
This video teaches Data Science and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.
Python Tutorial for Beginners - Learn Python
This video teaches Python and its key functions and concepts with a variety of demonstrations and examples to help you get started on the right foot.
Gene Expression Analysis
Learn essential techniques for analyzing gene expression data, including RNA-Seq pipelines, volcano plots, heatmaps, and RNAseq data analysis using R and Python.
Python for Sequence Analysis & Bioinformatics
Learn Python for sequence analysis and bioinformatics, covering file handling, GC content calculation, GenBank parsing, data visualization, and NCBI interactions for biological data processing.
Python for Bioinformatics - Intermediate
Enhance bioinformatics skills with Python: analyze DNA sequences, handle FASTA and GenBank files, calculate GC content, plot Venn diagrams, and interact with NCBI databases.
Python for Biologists
Learn Python programming for biological data analysis, covering DNA manipulation, sequence analysis, and file parsing techniques for bioinformatics applications.
Genome Visualization
Explore genome visualization techniques using tools like BRIG, CGView, Artemis, and Python. Learn to create volcano plots, analyze pangenomes, and generate heatmaps for bioinformatics research.
Data Mining - Biological Databases
Learn to mine biological databases, download gene expression data, and use tools like TCGA, NCBI, and SRA toolkit for bioinformatics research. Covers Python and R programming for data analysis.
Trees in Python
Learn to implement and traverse Binary Trees and Binary Search Trees in Python, covering creation algorithms, traversal methods, and their advantages and disadvantages.
Graphs in Python
Learn graph concepts, types, operations, and traversal algorithms with Python implementation of BFS and DFS. Master essential graph theory for data structures and algorithms.
Python Tkinter
Learn to create GUI applications in Python using Tkinter. Explore widgets, geometry management, and build interactive interfaces with labels, buttons, checkboxes, frames, and listboxes.
Chi Square Test
Learn to apply Chi-Square tests for categorical data analysis, including hypothesis testing, p-value interpretation, and implementation in Excel, Python, and R. Gain practical skills for statistical inference.
Data Structures and Algorithms in Python for Beginners
Comprehensive exploration of data structures and algorithms using Python, covering fundamental concepts, implementation, and analysis for beginners to enhance problem-solving skills.
PyTest Tutorial
Learn Python testing with Pytest: write efficient tests, use fixtures, parameterize, group, and run tests in parallel. Enhance your software development skills.
Python MySQL
Learn to connect Python with MySQL, execute SQL queries, and implement database operations through hands-on experiments and practical problem-solving.
Python IDLE
Learn to use Python IDLE, an integrated development environment for Python. Explore its features including syntax highlighting, autocompletion, debugging, and customization options. Practice with hands-on examples.
PyCharm
Comprehensive guide to PyCharm IDE: features, installation, usage, and benefits for Python development. Covers basics, shortcuts, debugging, version control, and web integration.
SQL with Python - MySQL Tutorial for Beginners
Learn to integrate Python with MySQL for database management. Covers Python basics, installation, and practical demo of using Python with MySQL for data handling and processing.
Logistic Regression on Customer Data - Machine Learning Algorithms Using Python
In this video, the we will walk you through a case study on Customer data of a financial institution. The objective of the case study is to reduce expenses by targeting only those customers who are likely to subscribe using predictive modeling.
Python for Beginners - Python Full Course - Python for Data Visualization
In this tutorial, we have covered all the important topics such as, What is Python, Data Manipulation with Numpy and Pandas, Data Visualization with Python, and much more, that will help you to get started with it.