Tools covered in this Global Data Scientist Certification Program:
Module 1: Data Analysis with Python
- Data Science Fundamentals
- Data Operation with Numpy
- Data Manipulation with Pandas
Module 2: Data Visualization Techniques
- Introduction to Data Visualization
- Data Visualization using Matplotlib
- Hands-on Pandas for Rapid Visualization
- Seaborn for Data Visualization
Module 3: EDA & Data Storytelling
- Introduction to Exploratory Data Analysis
- EDA Framework Deep Dive
- Scientific Exploration of Industry Data (Case Study)
- Student Presentations & Insight Delivery
Module 4: Mini Capstone Project
- Introduction to Machine Learning
- Linear Regression
- Logistic Regression
- Model Evaluation Techniques
Module 6: Machine Learning Intermediate
- Decision Trees
- Random Forests
- Dimentionality Reduction using PCA
- Naive Bayes Classifier
Module 7: Machine Learning Advanced
- KNN (K-Nearest neighbors)
- K-means Clustering
- Ensemble Learning
- Optimization
Module 8: Data Visualization with Tableau
- Introduction to Data Visualization with Tableau
- Exploring Tableau Interface
- Tableau Calculations & Dashboard
- Mapping using Tableau & Tableau Analytics
Module 9: Data Analytics with R
- Introduction to Programming in R
- Data Manipulation with dplyr
- Data Visualization using ggplot & esquisse
- Exploratory Data Analytics I & II
Module 10: GCD Capstone Project
From the course:
Data Science training certifies you with ‘in demand’ Big Data Technologies to help you grab the top paying Data Science job title with Big Data skills and expertise in R programming, Machine Learning and Hadoop framework.
Learn and work on industry projects:
- Learn and know how the leading Healthcare industry leaders worldwide make use of Data Science to leverage their business.
- Understand how the Insurance companies like Berkshire Hathaway, AIG, AXA, etc make use of Data Science.
- See how Top banks like Bank of America, ICICI, Citigroup, and HDFC make use of Data Science to stay ahead of the competition
- Learn how Stock Markets like leverage Data Science tools, technology and Analytics to arrive at a consumable data from complex datasets.
OWN YOUR CAREER, Your first step towards being the Data Scientist that every company wants
- Make the sexiest job of the 21st century yours
- Be the Data Scientist that coolly earns ?137,870 per year
- Fill in the mass shortage of 200,000 trained Data Analysts needed in India in 2018
- Earn 10X more than CAs and 15X more than Engineers, when you’re a Data Scientist
The course is designed for all those who want to learn machine learning techniques with implementation in R language, and wish to apply these techniques on Big Data. The following professionals can go for this course:
1. Developers aspiring to be a ‘Data Scientist’
2. Analytics Managers who are leading a team of analysts
3. SAS/SPSS Professionals looking to gain understanding in Big Data Analytics
4. Business Analysts who want to understand Machine Learning (ML) Techniques
5. Information Architects who want to gain expertise in Predictive Analytics
6. ‘R’ professionals who want to captivate and analyze Big Data
7. Hadoop Professionals who want to learn R and ML techniques
8. Analysts wanting to understand Data Science methodologies
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