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    Search
    What types of AI Tools and Framework to consider for your applications
    The Tech Platform
    • Jun 10
    • 5 min

    What types of AI Tools and Framework to consider for your applications

    Artificial Intelligence (AI) is the machine-displayed intelligence that simulates human behavior or thinking and can be trained to solve...
    AI vs ML vs DL vs DS: The Difference
    The Tech Platform
    • May 16
    • 2 min

    AI vs ML vs DL vs DS: The Difference

    Artificial Intelligence Artificial Intelligence is a branch of computer science. It involves building smart machines capable of...
    How To Structure a Data Science Project?
    The Tech Platform
    • May 11
    • 4 min

    How To Structure a Data Science Project?

    A data science project is a practical application of your skills. A typical project allows you to use skills in data collection,...
    7 Steps to Mastering SQL for Data Science
    The Tech Platform
    • May 4
    • 6 min

    7 Steps to Mastering SQL for Data Science

    SQL is a standard language for storing, manipulating and retrieving data in databases. Our SQL tutorial will teach you how to use SQL in:...
    What is OFDM in Wireless System
    The Tech Platform
    • Apr 22
    • 5 min

    What is OFDM in Wireless System

    OFDM: Orthogonal Frequency Division Multiplexing OFDM is a form of signal modulation that divides a high data rate modulating stream...
    Data Science Project Lifecycle
    The Tech Platform
    • Apr 19
    • 7 min

    Data Science Project Lifecycle

    A Data Science life cycle is nothing but a repetitive set of steps that you need to take to complete and deliver a project/product to...
    Data Scientists, The 5 Graph Algorithms that you should know
    The Tech Platform
    • Apr 11
    • 6 min

    Data Scientists, The 5 Graph Algorithms that you should know

    We as data scientists have gotten quite comfortable with Pandas or SQL or any other relational database. We are used to seeing our users...
    13 Important Pandas Function used in Data Science
    The Tech Platform
    • Feb 8
    • 8 min

    13 Important Pandas Function used in Data Science

    Python is one of the most widely used language for Data Analysis and Data Science. Python is easy to learn, has a great online community...
    Complete Machine Learning pipeline for NLP tasks
    The Tech Platform
    • Jan 6
    • 7 min

    Complete Machine Learning pipeline for NLP tasks

    End-to-end Machine Learning pipeline for Named Entity Recognition in emails with basic implementation The pipeline architecture...
    Time Series and Logistic Regression with Plotly and Pandas
    The Tech Platform
    • Jan 5
    • 9 min

    Time Series and Logistic Regression with Plotly and Pandas

    How to visualize area plots and trends lines over grouped time periods with interactive Plotly graph objects. In Brief: Create time...
    How to Deploy Machine Learning Models?
    The Tech Platform
    • Jan 4
    • 2 min

    How to Deploy Machine Learning Models?

    There are three main python files to build the application. 1. model.py — Build ML model and Save it. 2. prediction.py — Test saved ML...
    PCA using Python
    The Tech Platform
    • Nov 24, 2021
    • 6 min

    PCA using Python

    Original image (left) with Different Amounts of Variance Retained To understand the value of using PCA for data visualization, the first...
    AUC - ROC Curve in Machine Learning
    The Tech Platform
    • Nov 9, 2021
    • 3 min

    AUC - ROC Curve in Machine Learning

    In Machine Learning, performance measurement is an essential task. So when it comes to a classification problem, we can count on an AUC -...
    What is the difference between Data Science and Machine Learning?
    The Tech Platform
    • Nov 3, 2021
    • 4 min

    What is the difference between Data Science and Machine Learning?

    Data Science Data science is a multidisciplinary approach to extracting actionable insights from the large and ever-increasing volumes of...
    Data Scientist’s Guide to Efficient Coding in Python
    The Tech Platform
    • Oct 22, 2021
    • 8 min

    Data Scientist’s Guide to Efficient Coding in Python

    We are giving real-life coding scenarios where we have actually used them! 1. Use tqdm when working with for loops. Imagine looping over...
    Introduction to feature engineering for time series forecasting
    The Tech Platform
    • Oct 20, 2021
    • 7 min

    Introduction to feature engineering for time series forecasting

    Applying Python packages and Machine Learning to accelerate forecasts enables the scalability, performance, and accuracy of intelligent...
    Top 38 Python Libraries for Data Science, Data Visualization & Machine Learning
    The Tech Platform
    • Oct 18, 2021
    • 4 min

    Top 38 Python Libraries for Data Science, Data Visualization & Machine Learning

    The categories included in this post, which we see as taking into account common data science libraries — those likely to be used by...
    How to Write a Configuration file in Python
    The Tech Platform
    • Oct 7, 2021
    • 10 min

    How to Write a Configuration file in Python

    When we design software, we normally put a lot of effort into writing high-quality code. But that’s not enough. A good software should...
    Ensemble methods: bagging, boosting and stacking
    The Tech Platform
    • Oct 4, 2021
    • 15 min

    Ensemble methods: bagging, boosting and stacking

    Ensemble learning is a machine learning paradigm where multiple models (often called “weak learners”) are trained to solve the same...
    How to do Deep Learning on Graphs with Graph Convolutional Networks
    The Tech Platform
    • Sep 29, 2021
    • 13 min

    How to do Deep Learning on Graphs with Graph Convolutional Networks

    Machine learning on graphs is a difficult task due to the highly complex, but also informative graph structure. This post is the second...
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