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My certification

  • Be able to program in Python professionally

  • Master the Python programming language by building 100 projects over 100 days

  • Create a portfolio of 100 Python projects to apply for developer jobs

  • Be able to build fully-fledged websites and web apps with Python

  • Be able to use Python for data science and machine learning

  • Build games like Blackjack, Pong, and Snake using Python

  • Build GUIs and Desktop applications with Python

  • Learn to use modern frameworks like Selenium, Beautiful Soup, Request, Flask, Pandas, NumPy, Scikit Learn, Plotly, Matplotlib, Seaborn


  • Python in data science - Intermediate Python

  • Statistics and probability - Elements of linear algebra and probability and information theory

  • Processing of data sets - working with data frames, SQL language, and databases

  • Data visualization - best graphical representation of information and data.

  • Machine Learning in practice - regression problems in supervised learning

  • Machine Learning in practice - classification problems in supervised learning

  • Machine Learning in practice - unsupervised learning

  • Introduction to artificial neural networks

  • Training deep neural networks - problems of training deep neural networks

  • Image processing - Computer Vision

  • Natural language processing - text classification

  • Working with sequences - recursive neural network


  • Data Cleaning and Pre-Processing

  • Data Exploration and Visualisation

  • Linear Regression

  • Multivariable Regression

  • Optimization Algorithms and Gradient Descent

  • Naive Bayes Classification

  • Descriptive Statistics and Probability Theory

  • Neural Networks and Deep Learning

  • Model Evaluation and Analysis

  • Serving a Tensorflow Model



  • The ETL capabilities of Microsoft Power BI ("get messy data easily into the right format")

  • Master simple and very advanced DAX (Power BI language, similar to like excel formulas) calculations

  • Create outstanding visualizations and reports

  • Derive valuable highly profitable insights

  • The complete Masterclass Series which covers all relevant features in Power BI


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