AI, Data Science, Engineering and Analytics – Beginner to Expert Program
This course is designed to cater a learner’s need to learn all about AI, Data Science and Analytics.Get the best online Data Science course training from top data scientists.
- Total Session Hours : 60-70 hrs
- Duration : 12 weeks
- Efforts : 15 hrs/week
- Live Projects/Demos : 20+
- Certification and Job Assistance
- Flexible Schedule
- Lifetime free upgrade
- 24 x 7 Lifetime Support & Access
- Certified by top MNCs
- Cloud computing enabled real industry projects
- CV and Profile revamp
- Job referrals and assistance
- Internship opportunities with industry interface
- Kaggle exposure and path for becoming grandmaster
Next Batch : 21st November- Almost filled up. Register for free Webinar on the course introduction here
BeingDatum provides you with an exhaustive course to prepare you for exams to earn a specialization in AI, Data Science, Engineering and Analytics. This certification brings recognition to you in the industry. It develops confidence for you from employers.
This is an online module that will be taken by expert certified professionals who have industry experience. These will have recorded sessions which can be learned at a convenient time by the student. You also get a chance to learn from our blogs written by experts and learn continuously from comments from experts visiting them. All doubts, if any will be resolved by the instructor by booking a session with them.
You also get an opportunity to attend webinars, seminars. Also, we give you an opportunity to participate in contests, hackathons, and meetups.
Also, we will provide you with 24 X 7 support for lifetime access to content material. Also, you will be able to upgrade your self to the latest technology with this lifetime access.
We will help you with software installations on your machines for practical knowledge. As “Theory is incomplete without practicals” is our motto, we leave no stone unturned to prepare you for the market to absorb you immediately.
Also, each module will end with quizzes to test your knowledge. Also, you will have an opportunity to work on LIVE projects that will expose you to the methods used in industries.
All these preparations will get you ready for the exams.
Objectives of course
- Learning about basic principles about the industry applications of A.I and Data Science
- Learning how to provide a cost-efficient system for data science
- Gaining knowledge about how to design and work on AI, Data Science, Engineering and Analytics
- Explanation about the data life cycle and the use of various data science toolbox.
There is no special specialization required to join this course. However, knowledge of basic coding is an added advantage. Though our course will brush you with the necessary coding knowledge before we start with the course in AI, Data Science, Engineering and Analytics
Below is the curriculum of the course:
Introduction to Data Science & Analytics-
What is data science/analytics and why is it so important?
Applications of data science/analytics
Different kinds of data science/analytics tools
Data science/Analytics project methodology
Fundamentals of R & Python
Basics of R and Python
Conditional and Loops
String and List objects
Functions and OOP’s concepts
*Sessions on R are not live , but self paced
Reading CSV, JSON, XML and HTML files using Python
Numpy and Pandas
Relational Databases and Data manipulation with SQL
Loading, Cleaning, Transforming, Merging and Reshaping Data
Statistics and Probability
Descriptive Statistics and Data Distributions
Probability Concepts and Set Theory
Probability Miss Functions
Probability Distribution Functions
Cumulative Distribution Functions
Implementation of Statistical Concepts in Python
Machine Learning Models in Python
Building Models using below Algorithms
Linear and Logistic Regression
Support Vector Machines (SVMs)
XGBoost (most popular in Kaggle competetions)
K Nearest Neighbour and Hierarchical Clustering
Principal Component Analysis
Text Analytics and Time Series Forecasting
Data Visualization Using Matplotlib and Tableau
Interactive Visualizations with Matplotlib
Data Visualizations using Tableau
Tableau Dashboard and Story Board
Tableau and R integration
*Session on Tableau are not live , but self paced
Deep Learning using Tensorflow
Basics of Neural Network
Implementation of Neural Network
Basics of Tensorflow
Convulutional Neural Network (CNNs)
Recurrent Neural network (RNNs)
Semi-Supervised Learning using GAN
Encoder and Decoder
Deploying ML Models using Flask (On Premises) & Cloud
What is Apache Flask
What are Various Cloud Providers – Azure, AWS, Google Cloud etc
How to prepare a model
How to save a model
Deploy a model using Apache Flask
Deploy a model using Cloud
Spark and Data Engineering
Data engineering in Spark- RDD, Dataset, Dataframe
Spark ML Lib – Machine learning at Scale
We Provide 4-5 Projects during the course , and various industry level use case for practice.
Students get one to one mentoring while solving various industry level projects too
Real world industry Projects and deployment in AWS and Azure Cloud
What are the entry criteria for this course in AI, Data Science, Engineering and Analytics?
Any fresher who has just begin working in the IT industry can enroll themselves for this course. But if you have basic knowledge of SQL and shell commands, you will have an edge over others.
Why Should I learn from BeingDatum?
The demand for experts at Big Data is increasing exponentially. But the supply of qualified certified experts in AI, Data Science, Engineering and Analytics is less. So our course is scientifically designed to fill this gap. This course is led by experts who are working in this industry knowing the pros and cons too. Also, you get a chance to continuously upgrade yourself for a lifetime as technology is never constant.
Join us on this fantastic journey of Learning with doing.
Does BigDatum provide with assistance in getting jobs?
BigDentum does provide placement assistance once you complete the course successfully. We have experts working in major IT giants who help us with job opportunities in the industry.
Does the placement assistance job guarantee?
No, we don’t guarantee jobs for you. However, we will help you with details about various job opportunities. Also, our course in Big Data Analytics will prepare you to apply for the interviews and face the competition confidently.
Am I allowed to request a session to clarify my doubts?
Yes, you would need to book a slot with our instructors. They will help you to solve your doubts. Also, you may mail us your queries at email@example.com. You will receive a resolution to your doubts at the earliest.
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