In this video I’ll show you how to solve multiple types of Ratio Word Problems using 5 examples. We’ll start simple and work up to solving the most complex problems.
I made this to help the parents and students struggling through home schooling. I will make videos on any other topic you are struggling with. Just Leave your Requests in the Comment Section. I cover Solving Algebra Word Problems in this video. Continue reading Solve Ratio Word Problems
In this part of my Adobe After Effects CC 2021 Tutorial I show you how to create a complex animation based on a popular iMovie transition. I cover all of the following in this video : Mask Properties, Mask Animations, Vertices, Multiple Masks, Animating Videos, Pen Tools, Bezier Shapes, Drop Shadows, Text Effects, Animating Text, Pre Comps, Animating Multiple Compositions and More. Background image is here Continue reading After Effects 2021 Tutorial 4
In this part of my Adobe After Effects CC 2021 Tutorial I explore more Animation Techniques! I cover all of the following in this video : Stroke Animations, Trim Path, Gradient Animation, Repeater, Fill & Stroke Animation, Video Color Editing, Morphing Shapes, Exploding & Rotating. Continue reading After Effects 2021 Tutorial 3
In this part of my Adobe After Effects CC 2021 Tutorial I focus on Animation Techniques and Track Mattes! I cover all of the following in this video : Importing Vector Art, Animating Bicycles, Adding Blurs to Animation, Auto Generating Repeating Animations, Auto Generating Animations on Curves, Manipulating Keyframes, 4 Different Ways of Masking with Track Mattes, Editing Easing Using the Speed Graph. Editor
This is the 95% of After Effects that you’ll use all of the time! Continue reading After Effects Tutorial 2021 Part 2
By the end of this video you’ll make an Amazing Video using Adobe After Effects CC 2020 even if you are a beginner! In this multipart series I show you how to do just about anything with After Effects. Project Settings, Tool Panels, Numerous Effects, Per-Character Animations, Compositions, Timeline Tricks, Keyboard Shortcuts, Animating Position, Scale, Opacity, Blur, Rotation, Editing Illustrator Files, Text / Shape Tools, Pre-Compositions, Region of Interest, Creating Animations in Animations, Exporting Clean Video and more. Files are Here Continue reading After Effects 2020 Tutorial
Welcome to my Adobe Premiere Pro CC 2020 Tutorial series for beginners. In this multipart series I show you how to do just about anything with Premiere Pro. I cover a TON in these videos!
I cover tons of Tricks, Quick Edits, Key Framing, Color Correction, Editing Audio, Syncing Audio, Background Free Music, Animating Text, More Transitions, Aspect Ratios, Animating Video, Making Videos for Instagram and Much More. Continue reading Premiere Pro 2020 for Beginners
I’m making an Adobe Premiere Pro CC Tutorial, so my wife and I decided to make a recipe video to show off what Premiere Pro can do. Our family loves Falafels so I decided to show how I make Homemade Falafels, Pita Bread, Sun-dried Tomato Hummus and a super tasty Yogurt Sauce. Here is my Food Processor and Thermometer Temperature Gun if anyone is interested. All the recipes follow below the video. Continue reading Homemade Falafel Recipe
In this video I cover Vector Autoregressions. Vector autoregressive models are used when you want to predict multiple time series using one model. With them we have to check for stationarity. Convert the data to a stationary form. Then I’ll show you how to invert stationarity back to the original form.
All the Files Used are Here for Free : https://github.com/derekbanas/TimeSeriesAnalysis Continue reading Time Series Forecasting 8 : Vector Autoregression
In this video I cover SARIMAX. SARIMAX supports exogenous regressor variables. Exogenous variables are not effected by outside influences. In this video we will analyze whether high traffic holidays effect the global price of oil.
All the Files Used are Here for Free : https://github.com/derekbanas/TimeSeriesAnalysis Continue reading Time Series Forecasting 7 : SARIMAX
In this video I cover Seasonal Autoregressive Integrated Moving Averages. We analyze whether CO2 levels are going down, make predictions about the future and more.
All the Files Used are Here for Free : https://github.com/derekbanas/TimeSeriesAnalysis Continue reading Time Series Forecasting 6 : SARIMA
In this video I show how to make predictions with your ARIMA model. I also show how to make your data sets stationary and exactly how auto ARIMA finds the best parameters for ARIMA.
All the Files Used are Here for Free : https://github.com/derekbanas/TimeSeriesAnalysis Continue reading Time Series Forecasting 5 : ARIMA Prediction
In this video I cover numerous topics. I talk more about the ARIMA Model Parameters, Resampling, Auto Correlation Function, Partial Auto Correlation Function, Grid Search, Pyramid ARIMA, Akaike Information Criterion, Bayesian Information Criterion and a lot more.
All the Files Used are Here for Free : https://github.com/derekbanas/TimeSeriesAnalysis Continue reading Time Series Forecasting 4 : Grid Search
In this video I continue teaching you how to predict the future! This time I’ll cover the Granger Causality Test which will for example show you that when one stock goes up in price whether it causes others to go up. That could helpful at making money! I’ll also show you how to concat data, check for errors in predictions, resample data into different time frames and graph seasonality in interesting ways.
All the Files Used are Here for Free! Continue reading Time Series Forecasting 3 : Causation & Seasonality
In this video I continue teaching you how to predict the future! This time I’m talking about AutoRegressive Integrated Moving Average (ARIMA). ARIMA is the basis for many other models. It focuses on examining differences between values to forecast future values.
I’ll start by making sure you completely understand regressions with AutoReg. Along the way I’ll teach you how to work with DateTimes, Frequency, Dropping Columns, Cleaning Up Missing Data, and Selecting Data based on Conditions. All Files are Here.
Continue reading Time Series Forecasting 2 : ARIMA
In this video I begin teaching you how to predict the future. This process is called Time Series Forecasting. I’ll specifically take Covid-19 data and use it to predict the number of deaths in the future.
All the Files Used are Here for Free. More videos are coming every day. Continue reading Time Series Forecasting Predict the Future
If you want to analyze Covid 19 data on your own from reliable sources using the same software used by professional data scientists you found the right video. This is the most detailed tutorial on how to use web scraping to gather data. I then show how to search for and manipulate CSV files to organize your data. Then I show you how to use professional data science software to search organize and plot that data for analysis. Everything is Free also which is great!
All the Files Used are Here for Free Continue reading Covid 19 Data Analysis
In this video we start learning how to predict the future with the Holts-Winter Method! I work up slowly so you completely understand it. I cover moving averages, weighted moving averages, single exponential smoothing, double exponential smoothing, triple exponential smoothing and how all of the formulas work with a ton of examples. All the Files are on GitHub Continue reading Time Series Analysis Holt Winters
I cover a great deal about Time Series Analysis with StatsModels in this video and I also answer a bunch of common questions. I focus on Trends, Error Trend Seasonality Decomposition and Exponential Weighted Moving Averages. I also cover pulling data based on date ranges, rolling mean, smoothing results, built-in datasets, creating and indexing datetimes and much more. All the files are on GitHub. Continue reading Time Series Analysis StatsModels
In this video I’ll cover Time Series Visualizations available using Matplotlib, Seaborn and Plotly. I’ll cover numerous ways to style charts. The files are available on GitHub.
Next I’ll cover Time Series Analysis with StatsModels. Soon I’ll cover more with StatsModels, SciPy, Scikit-learn, TensorFlow, PyTorch, Keras, Scrapy, Linear Algebra, Calculus and more. Continue reading Time Series Analysis Visualizations
In this video I’ll show you the basics of Tim Series Analysis. I’ll cover all the libraries you need, Pandas Datetime Object, Resampling, File I/O, Plotting, Creating Moving Averages, Shifting Time Data and more.
Soon I’ll cover more with StatsModels, SciPy, Scikit-learn, TensorFlow, PyTorch, Keras, Scrapy, Linear Algebra, Calculus and more. Files on GitHub Continue reading Time Series Analysis