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COURSE ADVISOR

PMP certification Guide
Mr. Jose Marcial Portilla

 

Jose Marcial Portilla is Head of Data Science at Pierian Data Inc., a company that is actively involved in providing Fortune 500 companies with Data Science and Programming Training and Consultation.  He has conceptualized, created, and delivered multiple Python and Data Science Courses, both online and offline. Being a Data Scientist and Consultant himself, he is seeking out interesting problems to solve and has advised clients on Data Strategy, Implementation, and Integration, and Operationalization of Python with other Data Science technologies. His talents as a Data Scientist and Instructor are well received and recognized by his clients and students. He makes complex abstract ideas in mathematically intense topics like Machine Learning easy to understand and interpret in plain language.

Course Benefits

  • Adds Value to CV: Python is comparatively an easier programming language to learn and is thus a good option for beginners. Attaining a certification in Data Science with Python not only adds value to the CV, but also demonstrates your mastery and skill set on using Python for data analysis purposes.
  • Serves as a Robust Foundation: When it comes to becoming a full-fledged programmer, Python is often seen as a stepping stone. The certification lays a strong base for a programmer to take his/her career forward with the various features of the language.
  • Way to Make Your Mark: Becoming a professional data scientist with Python will also open doors for you to make your mark in the online world. Python is the main programming language for Django on which top web applications like Instagram, Pinterest, and New York Times are based.
  • Offers Immense Growth Potential: Python is one of the few programming languages that is consistently showing an impressive YoY growth in employer demand. Going by statistics, the language has seen a 19% annual growth in employments. Thus, being a certified data scientist in Python is definitely going to take you places.
  • Staircase to New Job Opportunities: Python generally forms the pre-requisite and foundation for many other programs and frameworks. As such, if you get professionally trained and certified in Data Science with Python, it opens the doorway to many new job opportunities in the domains of web development, software engineering, and big data analysis.

 

Why learn
Data Science with Python?

IDC predicts that Big Data Technology and Services Market will grow at 26.4 % annually to $41.5 billion through 2018. With wide applicability in Data Science, Python professionals will be the choice for many organizations and commands salaries in excess of $110K!

Python has lately gained a lot of popularity as the preferred data analysis language by professionals all across the world. Extensively used for processing data and building learning models, Python can be successfully applied in the multiple data science scenarios – data collection, data processing, graphical analysis, visualization, and building regression and classification models.
 
This course on Data Science with Python will equip you with the advanced knowledge and skill set to comfortably solve even the most complex of data analysis problems using Python. Based on real-life case studies and project based learning, this program will provide you a detailed walk through the different fundamental packages and libraries in Python viz. Numpy, Pandas, Matplotlib and Seaborn. You’ll learn about the Data Capstone Projects, Machine Learning, Cross Validation, Logistic Regression, and Decision Trees and Random Forests. Besides, you will also be trained on Principal Component Analysis, Spark and Pyspark, and Natural Language Processing.
  
By the time you’ll complete this program, you’ll be geared up to lead as a Data Analyst, Big Data Architect, or a Data Scientist with proven mastery and a certification in Data Science with Python.

Who should join Data Science with Python Certification Training?

Ideally Intended For
  • Fresh graduates willing to make a career in Data Science
  • Experienced professionals looking for a change of career to Data Science
  • If you are a traditional statistician who is interested in Data Science, this training will be of immense value for you
Pre-requisites/Eligibility Criteria
 
Participants should have some programming experience in at least one programming language. Knowledge of statistics will be an added advantage.
 

Course Contents

MODULE 1: PYTHON BASICS OVERVIEW
MODULE 2: PYTHON FOR STATISTICS
MODULE 3: PYTHON FOR DATA ANALYSIS - NUMPY
MODULE 4: PYTHON FOR DATA ANALYSIS - PANDAS
MODULE 4: PYTHON FOR DATA ANALYSIS - PANDAS EXERCISES
MODULE 5: PYTHON FOR DATA VISUALIZATION - MATPLOTLIB
MODULE 6: PYTHON FOR DATA VISUALIZATION - SEABORN
MODULE 7: PYTHON FOR DATA VISUALIZATION - PANDAS BUILT-IN VISUALIZATION
MODULE 8: PYTHON FOR DATA VISUALIZATION - PLOTLY AND CUFFLINKS
MODULE 9: PYTHON FOR DATA VISUALIZATION - GEOGRAPHICAL PLOTTING
MODULE 10: DATA CAPSTONE PROJECTS
MODULE 11: INTRODUCTION TO MACHINE LEARNING
MODULE 12: LINEAR REGRESSION
MODULE 13: CROSS VALIDATION AND BIAS VARIANCE TRADE-OFF
MODULE 14: LOGISTIC REGRESSION
MODULE 15: K NEAREST NEIGHBORS
MODULE 16: DECISION TREES AND RANDOM FORESTS
MODULE 17: SUPPORT VECTOR MACHINES
MODULE 18: RECOMMENDER SYSTEMS
MODULE 19: K MEANS CLUSTERING
MODULE 20: PRINCIPAL COMPONENT ANALYSIS
MODULE 21: NATURAL LANGUAGE PROCESSING
MODULE 22: HADOOP AND MAPREDUCE OVERVIEW
MODULE 23: SPARK OVERVIEW
MODULE 24: PYSPARK EXERCISES
MODULE 25: INTRODUCTION TO MLLIB WITH SPARK

FAQs

HOW WILL DATA SCIENCE WITH PYTHON HELP ME IN MY CAREER?

Python is a powerful programming language used in many scenarios. It is widely used in data science for processing data and building learning models. Armed with knowledge of data science specific python packages with a keen interest in data science, this course can open up new job opportunities in Data Analytics for you.

I HEAR THAT THERE ARE MANY TECHNOLOGIES IN DATA SCIENCE. HOW DO I CHOOSE THE RIGHT ONE?

Yes, you are right. The applicability of Data Science is pretty universal now and depending on the scenario, there multiple technologies are being used and there are ample opportunities for all these technologies. The actual choice mostly gets decided by the strategy of organizations and the availability of skills.

You may check the following other courses offered by ScholarProalso before taking a decision.

WHAT ARE THE PRE-REQUISITES TO ENROLL IN THIS COURSE?

Participants should have some programming experience in at least one programming language. Knowledge of statistics will be an added advantage.

I AM NOT FROM TECHNICAL BACKGROUND. WILL LEARNING DATA SCIENCE WITH PYTHON HELP ME?

It is not expected that you should have technical background. This course will be of help for anyone with some programming experience and is keen to pursue a career in Data Analytics.

I AM FRESH OUT OF COLLEGE. WILL THIS TRAINING HELP ME GET A JOB?

This training is customized for needs of fresh graduates also. This skill can definitely enhance your standing in the job market and increase your potential for getting interview calls.

WHO ALL CAN JOIN THIS TRAINING?

If you are a fresh graduate looking for a career in data science, or an experienced professional looking for a change of career to data science, or a traditional statistician who is interested in data science, this training will benefit you.

WHAT ALL WILL L LEARN FOR THIS TRAINING?

You will learn to comfortably program with Python, extract data from multiple sources, create Data Visualizations using multiple libraries, implement Machine Learning Models, and understand how to program for big data and distributed systems.

WHAT ARE THE OTHER DATA ANALYTICS COURSES THAT I CAN CONSIDER?

For pursuing / advancing a career in Data Analytics, you can consider Big Data and Hadoop, Base SAS , Advanced SAS and Big Data Analytics using R apart from this course.

WHAT ARE THE CERTIFICATIONS AVAILABLE THAT WILL HELP MY CAREER IN DATA ANALYTICS?

There are numerous certifications to enhance your Analytics skills set. You can consider our Base SAS , Advanced SAS and Big Data and Hadoop

WHAT ARE THE DIFFERENT CAREER OPTIONS I HAVE AFTER THIS TRAINING?

With Data Science knowledge and skills in Python & associated python libraries specific for data science, one can start as a Data Analyst and grow in to Big Data Manager, Big Data Architect, and Data Scientist roles.

CAN I INSTALL PYTHON ON MY PC/LAPTOP?

Absolutely! Python being available free, you can easily install on your system. Since it is very popular, there is very good community support for any technical issues that you may face.

DO I NEED TO HAVE ANY SPECIFIC BACKGROUND KNOWLEDGE TO PURSUE THIS MACHINE LEARNING BUNDLE COURSE?

There are no mandatory prerequisites as such for taking up our Machine Learning Bundle program. High school level knowledge of mathematics, an internet connection, and basic computer knowledge would be ideally enough to start off with the course.

WHAT IS THE TOTAL DURATION OF THE COURSE?

Our Machine Learning bundle training course comprises of 406 lessons spanning over approximately 63.5 Hours of course content.

HOW WILL I BENEFIT FROM THIS PROGRAM?

This elaborative training program on machine learning is an interactive, hands-on training course that has been specifically designed with the motive of enabling the participants to gain thorough, transparent understanding of Machine Learning and its applications. Delivered by an international expert with years of experience in the industry, this program will provide you the perfect platform to gain expertise on Machine Learning, so that you can go ahead and take on a rewarding career in the domain of data science and data analytics.

WHAT ALL WILL I LEARN UPON TAKING UP THIS APP DEVELOPER BUNDLE COURSE?
Our Machine Learning bundle training program comprises of ten (10) different courses that will equip you with thorough knowledge of various aspects of machine learning, basically covering:
  • How to Integrate Machine Learning into Your Investment Strategies
  • Using Real-Life Examples & Case Studies to Understand the R Programming Language
  • Mass Data Processing Methods by Using the Leading Data Frameworks
  • Conquering Java Object-Oriented Programming
  • How to put Machine Learning techniques into action
  • How to use Python and Twitter API to build your own Sentiment Analyzer
  • Intuitive Machine Learning Techniques
  • Discover Core Machine Learning Concepts
  • How to build an Artificial Neural Network
  • Understand how online recommendations work by building a movie app
  • Learn about the popular, powerful Python programming language
WHO IS THIS PROGRAM IDEALLY INTENDED FOR?

The program is intended for individuals who wish to explore the power and the potential hidden in the field of machine learning. The program is a very good platform for anyone willing to make a sturdy career in the field of data science and data analytics, and want to gain strong hold of the underlying principles, concepts, and applications of machine learning.

WILL I RECEIVE ANY CERTIFICATE UPON COMPLETION OF THE COURSE?

Yes! You will be provided with a Course Completion Certificate in Machine Learning from ScholarsPro upon your successful attainment of the course.

I WOULD WANT TO KNOW MORE ABOUT THE PROGRAM BEFORE ARRIVING AT ANY DECISION. WHOM DO I CONTACT?

You can connect with us over phone, e-mail or through Live Chat for any kind of assistance and we’ll see to it that you do get thorough guidance and support on all your queries.

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