Free Data Science Fast Track Course

BANGALORE, India - March 20, 2023 - PRLog -- InfosecTrain hosts a live event entitled 'Data Science Fast Track Course' with certified expert 'NAWAJ'.

Speaker

NAWAJ
Corporate Trainer | Consultant | Mentor

What:
The multidimensional subject of data science uses statistical and computational methods to extract knowledge and information from enormous and complex data sets. To address real-world problems, create predictions, and enhance decision-making, it combines a variety of approaches including data mining, machine learning, predictive modeling, and data visualization.

When: 27th Mar - 7th Apr (Weekdays) 08.00 -11.00 PM (IST)

Why attend:
Data Science is not the future anymore, it is rather the present. This masterclass would be extremely beneficial to anyone interested in pursuing a career in Data Science. It will be delivered by a domain expert with extensive industry experience. With our instructors who are specialists in their disciplines, we hold a global reputation. Attending this webinar will benefit you in a variety of ways.

Agenda for the bootcamp
Tools Covered

• Python
• R
• MySQL
• Tableau
• PowerBi

Day 1:

• Introduction to Data Science
• Overview of the Bootcamp
• Data Science Process
• Introduction to Python
• Basic Data Types in Python
• Introduction to Jupyter Notebook
• Python Libraries for Data Science: NumPy, Pandas

Day 2:

• Working with DataFrames in Pandas
• Data Cleaning and Preprocessing
• Data Visualization with Matplotlib
• Basic Statistical Concepts
• Descriptive Statistics
• Probability Concepts
• Discrete and Continuous Probability Distributions
• Sampling Techniques and Confidence Intervals
• Hypothesis Testing

Day 3:

• Regression Analysis
• Simple Linear Regression
• Model Evaluation and Selection
• Multiple Linear Regression
• Regularization Techniques: Ridge and Lasso
• Model Evaluation Metrics: R-squared, MSE, MAE

Day 4:

• Classification Algorithms
• Logistic Regression
• Decision Trees and Random Forests
• Model Evaluation Metrics: Confusion Matrix, ROC Curve

Registration Link:  https://www.infosectrain.com/events/free-data-science-fas...

About Infosec Train
InfosecTrain is a prominent security and technology training and consulting organization that offers a wide range of IT security services and training. InfosecTrain was created in 2016 by a group of eager and seasoned industry veterans with a combined experience of over 15 years.

To know more about training programs offered by Infosec Train:

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