5 Weekends Data Science with Python Training Course Cedar Falls

Tech Training Solutions

5 Weekends Data Science with Python Training course | Beginners | Instructor-led, guided |July 17, 2021 - August 15, 2021 US Pacific Time

IT Training Center

<p><a href="https://techtraining.solutions/training-products/ols/products/data-science-training-for-beginnners" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer"><strong>VIEW UPCOMING DATA SCIENCE WITH PYTHON TRAINING CLASSES</strong></a></p><p>5 Weekends Data Science with Python Training course for Beginners is Instructor-led and guided training and is being delivered: July 17, 2021 - August 15, 2021 for 20 Hours over 5 weekends, 10 sessions, 2 sessions per weekend, 2 hours per session.</p><ul><li>All Published Ticket Prices are in US Dollars</li><li>This course will be taught in English language</li></ul><h3></h3><h3>5 Weekends Data Science with Python Training Course Schedule</h3><ul><li>July 17, 2021 - August 15, 2021 US Pacific time </li><li>5 Weekends | 2 Hours on Saturdays, 2 Hours on Sundays every weekend US Pacific time</li><li>8:30 AM - 10:30 AM US Pacific time each of those days</li><li><a href="https://www.timeanddate.com/worldclock/converter.html?iso=20210605T153000&amp;p1=234" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Please click here to add your city name and check your local date and time for the first session to be held on July 17, 2021 at 8.30 AM US Pacific Time.</a></li></ul><p></p><h3>Features and Benefits</h3><ul><li>20 Hours, 10 sessions, 5 weekends of total Instructor-led and guided training</li><li>Training material, instructor handouts and access to useful resources on the cloud provided</li><li>Practical Hands-on Lab exercises provided</li><li>Actual code and scripts provided</li><li>Real-life Scenarios</li></ul><ul><ul><h3></h3></ul></ul><h3>Course Prerequisites</h3><p>Some background in python programming may be helpful.</p><ul><p></p></ul><h3>Who can take this course?</h3><ul><li>Software engineers and data analysts</li><li>Business intelligence professionals</li><li>Those aspiring for a career in data science</li><li>Professionals and Students looking to enter the Data Science industry</li></ul><p></p><h3>Course Outline*</h3><p><em>*The actual course content covered during the training may  slightly vary based on the background  and expectations of the students and instructor preference. </em></p><p>1. Descriptive Statistics</p><ul><li>Mean/Median</li><li>Variance/ Std Deviation</li><li>Quartile/Box Plot/IQR/Percentile</li><li>Outlier</li><li>Z Score</li><li>Co-variance / Co-relation</li></ul><p>2. Inferential Statistics and Exploratory Data Analysis </p><ul><li>Probability and Random Variables</li><li>Population and Sample</li><li>Normal Distribution, Binomial Distribution</li><li>Testing of Hypothesis</li><li>t Test / ANOVA/ Chi Square Test</li></ul><p>3. Machine Learning Models</p><ul><li>Linear Regression</li><li>Logistic Regression</li><li>Naïve Bayes</li><li>K Nearest Neighbors</li><li>Decision Tree</li><li>Support Vector Machine</li><li>Ensemble Techniques</li></ul><p>4. Advanced Machine Learning Techniques</p><ul><li>Model Evaluation</li><li>Ridge Regression</li><li>Lasso Regression</li><li>Grid Search Cross validation</li></ul><p>5. Unsupervised Learning</p><ul><li>Clustering</li><li>PCA</li><li> Apriori Algorithm</li></ul><p>6. Time Series Forecasting</p><ul><li>Moving Average</li><li>Exponential Moving Average</li><li>ARIMA</li></ul><p></p>

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5 Weekends Data Science with Python Training Course Cedar Falls

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