Data Science for Beginners - Hands-On Data Science in Python

Data Science, Machine Learning and Artificial Intelligence are the most demanding skills in today's world,

Almost every Multi-National company is working on these new technologies.

With this Mega Course you will learn all the required tools for Data Science from very beginning!

We will cover below topics:

• Data Analysis with Numpy - NumPy Arrays, Indexing and Selection, NumPy Operations
• Data Analysis with Pandas - Pandas Series, DataFrames, Multi-index and index hierarchy, Working with Missing Data, Groupby Function, Merging Joining and Concatenating DataFrames, Pandas Operations, Reading and Writing Files
• Data Visualization with Matplotlib library
• Data Pre-Processing - Importing Libraries, Importing Dataset, Working with missing data, Encoding categorical data, Splitting dataset into train and test set, Feature scaling
• Regression Analysis - Simple Linear Regression, Multiple Linear Regression, Polynomial Regression, Support Vector Machine, Decision Tree, Random Forest, Evaluating the Model Performance
• Classification Techniques - Logistic Regression, KNN, SVM, Na

Students who want to start a career in the field of Data Scientist and Machine Learning. Professionals who want to start a new career in Data Science. Anyone who is interested in Machine Learning and Data science. Data Analyst who want to level up in Machine Learning and Data Science.

Course Completion Certificate

What will you learn:

• The Complete Understanding of Machine Learning from the Scratch
• Learn Python for Data Science and Machine Learning
• Learn How to Pre-Process the Data
• Perform Linear and Logistic Regressions in Python
• Learn Different Regression Algorithms in Python
• Learn to Apply Different Classification Algorithms in Python
• K means and Hierarchical Cluster Analysis
• Data Analysis with NumPy and Pandas
• Data Visualization with Matplotlib library
• DataFrames, Pandas Series, Pandas Matrix
• NumPy Arrays, Indexing, Selection, Numpy Operations
• Learn to Work with Missing Data
• Natural Language Processing
• Dimensionality Reduction - PCA and LDA

Simpliv LLC, a platform for learning and teaching online courses. We basically focus on online learning which helps to learn business concepts, software technology to develop personal and professional goals through video library by recognized industry experts or trainers.

Why Simpliv

With the ever-evolving industry trends, there is a constant need of the professionally designed learning solutions that deliver key innovations on time and on a budget to achieve long-term success.

Simpliv understands the changing needs and allows the global learners to evaluate their technical abilities by aligning the learnings to key business objectives in order to fill the skills gaps that exist in the various business areas including IT, Marketing, Business Development, and much more.