Data Science with Python Training Course in Auckland

TruVs Inc, is a modern business and technology consulting company. We help our customers modernize their business operations using world class business processes and cutting edge technologies. We have deep expertise in the areas of focus. Our customers are typically fortune 500 enterprises having global presence. We are head quartered in Seattle Metro area in USA but operate globally. We have been profitable since we were founded in 2011.

TruVs

Data Science with Python Training course is being delivered from September 21, 2020 - October 21, 2020 US Pacific Time

<p>Data Science with Python Training course is being delivered from September 21, 2020 - October 21, 2020 for 20 Hours over 5 weeks, 10 sessions, 2 sessions per week, 2 hours per session.</p><ul><li>All Published Ticket Prices are in US Dollars</li><li>The course will be taught in English language</li></ul><h3></h3><h3>Data Science with Python Training course Schedule</h3><ul><li>September 21, 2020 - October 21, 2020 US Pacific time </li><li>20 Hours | 2 Hours on Mondays, 2 Hours on Wednesdays every week US Pacific time</li><li>6:30 PM - 8:30 PM US Pacific time each of those days</li><li><a href="https://www.timeanddate.com/worldclock/converter.html?iso=20200922T013000&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 September 21, 2020 at 6:30 PM US Pacific Time.</a></li></ul><p></p><h3>Features and Benefits</h3><ul><li>20 Hours, 10 sessions, 5 weeks 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>

Data Science with Python Training Course in Auckland

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Data Science with Python Training Course in Auckland

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