Pinned Repositories
100DaysOfMLCode
In this repository, I upload my 100 Days ML Code which I have learned from different courses(Coursera, udemy, edx, udacity), different websites blogs, different tutorials from YouTube, books, and research papers. And this code is basically Siraj Raval’s 100 Days of ML Code Challenge! Which I completed in 100 days from November 2018 to February 2019. On the basis of my past one and half years of experience, I have done different projects in 100 Days related to Machine Learning, Deep Learning, Computer Vision, Natural Language Processing.
Data-Analytics-in-Excel
This repo on Data Analytics In Excel will help to understand the various crucial functions available in Excel, such as vlookup, hlookup, sumif/s, counif/s, iferror and others. Finally, you will see how to use the Data Analysis Toolpak to perform various data analysis operations such as:
Data-Preprocessing
In this repo, all about Data preprocessing. Data preprocessing is a required first step before any machine learning machinery can be applied, because the algorithms learn from the data and the learning outcome for problem solving heavily depends on the proper data needed to solve a particular problem – which are called features. Examples of data preprocessing include cleaning, instance selection, normalization, one hot encoding, transformation, feature extraction and selection, etc.
Data-Science-Intern-at-Data-Glacier
Data Science Intern at Data Glacier
Deep-Learning
In this repo, all about Deep Learning and I covered both Supervised and Unsupervised Learning Techniques with Practical Implementation. Everything from scratch and I solved a lot of different problems with different Neural Network Architectures.
Exploratory-Data-Analysis
In this repo, all about Exploratory Data Analysis(EDA).EDA is an approach to analyze the data using visual techniques. It is used to discover trends, patterns, or to check assumptions with the help of statistical summary and graphical representations.
Flask-Web-Framework
In this repo, all about Python Flask Web Framework. Flask is a lightweight WSGI web application framework. It is designed to make getting started quick and easy, with the ability to scale up to complex applications. It began as a simple wrapper around Werkzeug and Jinja and has become one of the most popular Python web application frameworks.
Machine-Learning
In this repo, all about Machine Learning and I covered both Supervised and Unsupervised Learning Techniques with Practical Implementation. Everything from scratch and I solved a lot of different problems with different Machine Learning techniques either related to Healthcare, E-commerce, Sports, or Daily Business Issues.
Master-in-Data-Science-at-WUT
In this repository, I document my journey through the Master of Data Science program at Warsaw University of Technology, which was fully funded by the Polish National Agency for Academic Exchange (NAWA) and successfully completed from October 2021 to October 2023.
Python
In this repo, all about Python from basic to advanced. Python is a computer programming language often used to build websites and software, automate tasks, and conduct data analysis. Python is a general-purpose language, meaning it can be used to create a variety of different programs and isn't specialized for any specific problems.
AmirAli5's Repositories
AmirAli5/100DaysOfMLCode
In this repository, I upload my 100 Days ML Code which I have learned from different courses(Coursera, udemy, edx, udacity), different websites blogs, different tutorials from YouTube, books, and research papers. And this code is basically Siraj Raval’s 100 Days of ML Code Challenge! Which I completed in 100 days from November 2018 to February 2019. On the basis of my past one and half years of experience, I have done different projects in 100 Days related to Machine Learning, Deep Learning, Computer Vision, Natural Language Processing.
AmirAli5/Machine-Learning
In this repo, all about Machine Learning and I covered both Supervised and Unsupervised Learning Techniques with Practical Implementation. Everything from scratch and I solved a lot of different problems with different Machine Learning techniques either related to Healthcare, E-commerce, Sports, or Daily Business Issues.
AmirAli5/Deep-Learning
In this repo, all about Deep Learning and I covered both Supervised and Unsupervised Learning Techniques with Practical Implementation. Everything from scratch and I solved a lot of different problems with different Neural Network Architectures.
AmirAli5/Data-Analytics-in-Excel
This repo on Data Analytics In Excel will help to understand the various crucial functions available in Excel, such as vlookup, hlookup, sumif/s, counif/s, iferror and others. Finally, you will see how to use the Data Analysis Toolpak to perform various data analysis operations such as:
AmirAli5/Data-Science-Intern-at-Data-Glacier
Data Science Intern at Data Glacier
AmirAli5/Data-Preprocessing
In this repo, all about Data preprocessing. Data preprocessing is a required first step before any machine learning machinery can be applied, because the algorithms learn from the data and the learning outcome for problem solving heavily depends on the proper data needed to solve a particular problem – which are called features. Examples of data preprocessing include cleaning, instance selection, normalization, one hot encoding, transformation, feature extraction and selection, etc.
AmirAli5/Exploratory-Data-Analysis
In this repo, all about Exploratory Data Analysis(EDA).EDA is an approach to analyze the data using visual techniques. It is used to discover trends, patterns, or to check assumptions with the help of statistical summary and graphical representations.
AmirAli5/Flask-Web-Framework
In this repo, all about Python Flask Web Framework. Flask is a lightweight WSGI web application framework. It is designed to make getting started quick and easy, with the ability to scale up to complex applications. It began as a simple wrapper around Werkzeug and Jinja and has become one of the most popular Python web application frameworks.
AmirAli5/Master-in-Data-Science-at-WUT
In this repository, I document my journey through the Master of Data Science program at Warsaw University of Technology, which was fully funded by the Polish National Agency for Academic Exchange (NAWA) and successfully completed from October 2021 to October 2023.
AmirAli5/Python
In this repo, all about Python from basic to advanced. Python is a computer programming language often used to build websites and software, automate tasks, and conduct data analysis. Python is a general-purpose language, meaning it can be used to create a variety of different programs and isn't specialized for any specific problems.
AmirAli5/Research-and-Development
In this Repository, I upload my Research and Development Projects which I have done in Bachelor’s Degree (2015-19). The Projects are An Approach for Spam Detection in YouTube Comments Based on Supervised Learning and Conversational AI Chatbot Based on Encoder-Decoder Architectures with Attention Mechanism.
AmirAli5/Natural-Language-Processing
Natural language processing is a subfield of linguistics, computer science, information engineering, and artificial intelligence concerned with the interactions between computers and human languages, in particular how to program computers to process and analyze large amounts of natural language data. In this Repository, I have uploaded the NLP based Project.
AmirAli5/AmirAli5
Hello, my name is Amir Ali. I am Data Science Student, Athlete, and Chess Lover. I finished my Bachelor’s Degree in Computer Science from the University of Engineering and Technology, Lahore. I am originally from Pakistan and currently live in Poland and Pursuing a Master's Degree in Data Science at Warsaw University of Technology which is fully funded by the Polish National Agency for Academic Exchange (NAWA).
AmirAli5/Computer-Vision
Computer vision is an interdisciplinary scientific field that deals with how computers can be made to gain a high-level understanding of digital images or videos. From the perspective of engineering, it seeks to automate tasks that the human visual system can do. In this Computer Vision Repository, I have upload five projects Related to Computer vision which I have done.
AmirAli5/SQL
In this repo, all about Structured Query Language(SQL) which is used to communicate with a database. According to ANSI (American National Standards Institute), it is the standard language for relational database management systems. SQL statements are used to perform tasks such as update data on a database, or retrieve data from a database.
AmirAli5/Git-and-Github
In this repo, all about Git and Github. Git is open-source version control software, used for managing and tracking file revisions. It can be used with any file type, but is most often used for tracking code files. Git is the most widely used version control system in software development, and GitHub leverages this technology for its service, hence its name.
AmirAli5/International-Summer-School-Prizren
I attended the International Summer School in Prizren, where I participated in the course "Data Mining for Business Intelligence."
AmirAli5/Jupyter-Notebook-Markdown
In this repo, all about Markdown in Jupyter Notebook. How to use and write different markup tags in Jupyter Notebook. A great benefit of Jupyter Notebook is that it allows you to combine both code (e.g. Python) and Markdown in one document, so that you can easily document your workflows.A Jupyter Notebook file uses cells to organize content, and it can contain both cells that render text written using the Markdown syntax as well as cells that contain and run Python code. Thus, you can use a combination of Markdown and Python code cells to organize and document your Jupyter Notebook for others to easily read and follow your workflow.
AmirAli5/Matplotlib
In this repo, all about Matplotlib which basically a Python Library used to create 2D graphs and plots by using python scripts. It has a module named pyplot which makes things easy for plotting by providing feature to control line styles, font properties, formatting axes etc.
AmirAli5/NumPy
In this repo, all about NumPy which basically a Python Library used for multidimensional array. It also has functions for working in domain of linear algebra, fourier transform, and matrices. NumPy was created in 2005 by Travis Oliphant. It is an open source project and you can use it freely.
AmirAli5/Pandas
In this repo, all about Pandas which basically a Python Library used for data analysis and associated manipulation of tabular data in DataFrames. Pandas allows importing data from various file formats such as comma-separated values, JSON, Parquet, SQL database tables or queries, and Microsoft Excel.
AmirAli5/Seaborn
In this repo, all about Seaborn which basically a Python Library used for making statistical graphics. Seaborn is a data visualization library built on top of matplotlib and closely integrated with pandas data structures in Python. Visualization is the central part of Seaborn which helps in exploration and understanding of data.
AmirAli5/Money_Laundering_Detection
Money Laundering Detection Using Machine Learning