Data Science Using Python Certificate Course With AI Tool
Self Paced
Fee: ₹18,999 ₹15,999
Explore the intersection of data science and artificial intelligence with our course. Learn essential Python tools like NumPy, Pandas, and Scikit-learn for data preparation and analysis. Dive into advanced AI techniques for smart learning. Gain insights and predictions through hands-on exercises and real-world examples.
Objectives
At the end of this course
Expand your knowledge of Data Manipulation and Data Analysis Tools, Python Statistics, Python Pandas,
Data Visualization- the key technologies in data science using Python essentials. and AI Tools
What Will You Learn
You will gain the ability to inculcate Python data science libraries to analyze data, create advanced codes using AI Tools for the same & creating visualization using Python.
Skills you will gain
Want to know more about our course?
Prepare for your career path
A junior data scientist usually has the role of a entry-level data scientist which is the same as a data analyst. The job consists of descriptive and predictive analysis which can even be performed by college graduates with about 0-2 years of experience.
Key Skills to Learn
Data Visualization, Python Programming, Mathematics & Statistics, Machine Learning & Database Knowledge
As a data scientist, one would have to collect, analyse and interpret intensive data with the use of analytics technologies, including machine learning and predictive modeling. The role of a data scientist is usually derivative of various conventional roles such that of a mathematician, scientist, statistician and computer professional.
Key Skills to Learn
Data Science, Data Visualization, Python, R, SQL, Mathematics & Statistics, Machine Learning, Database Knowledge
The ones who convert business requirements into technology requirements while defining data standards and principles are the senior visionaries in the data science field- the data architects. Not only that but they are also incharge of designing an organisations management framework which is the process of planning, specifying, enabling, creating, acquiring, maintaining, using, archiving, retrieving, controlling, and purging data.
Key Skills to Learn
System Development Life Cycle, Data Science, Data Visualization, Predictive analytics and Unstructured data, Python, R, SQL, SQL development and database administration, Big Data, Mathematics & Statistics, Machine Learning
Jobs in India
1 Lakh+
Average Salary
9 Lakhs
Job Growth
50%
Learn from the industry experts and stay ahead of the curve
Curriculum
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What is Data Science
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Introduction to Data SciencePreview 5:19
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Real Life examples with applications6:51
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Data Scientist Job roles and responsibilities3:20
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The most promising Job of the 21st Century9:24
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Machine Learning vs. Data Science vs. AI19:06
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Introduction to Python
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Python Introduction05:02
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Installation of Anaconda Navigator07:27
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Jupyter Notebook Interface09:26
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How to open ,save and rename a file04:54
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Variables and Data Types09:53
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Python Strings18:45
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Loops (Conditional)16:25
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Loops (iterative while)11:57
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Loops(iterative For)12:28
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Python Functions(Built in,Lambda,User defined functions)20:13
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Lists10:30
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Tuples11:52
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Sets15:00
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Dictionaries20:00
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Data Manipulation and Data Analysis Tools
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Numpy Arrays in Python19:08
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Three Dimensional Arrays Indexing and slicing15:24
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Matrices15:04
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Pandas in Python10:08
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Importing CSV, Excel Files07:45
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Exporting CSV file05:01
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Python - Analysis
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Basic descriptive statistics with Numpy and Applying statistical functions on matrices10:27
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Linear Algebra with NumPy25:18
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Numpy Random Numbers19:53
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Probability distributions using NumPy21:35
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Normality test with SciPy15:49
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Data Visualization in Python
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The Matplotlib package15:01
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Basic Matplotlib plots18:57
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Logarithmic plots13:41
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Scatter plots16:52
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Three Dimensional plots25:51
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Lag plots15:33
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Autocorrelation plots9:50
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Plot.ly16:56
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Power BI
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Python - Pandas
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Pandas data frames24:38
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Querying Data in Pandas11:28
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Data Aggregation with Pandas data frames14:01
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Concatenating and appending data frames13:53
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Joining data frames18:06
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Statistics with Pandas data frames11:12
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Handling Missing Data29:58
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Pivot Tables22:14
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Plotting in Pandas14:16
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Data Analysis Using AI Tools
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Applications in Industry - BFSI
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In consultation with Industry experts1:00:00
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Instructor
Dr. S. Veenadhari
Dean IT Department Scope Global Skills University, Madhya Pradesh.Presently she is working Dean IT Department Scope Global Skills University, Madhya Pradesh. She is having over 20 years of academic and research experience. Under her guidance more than 10 students completed their doctoral programmes in the field of Machine Learning and Data Science.
Priti Maheshwari
Dean Future Skills AcademyPresently working in Future Skill Academy. Involved in Computer Science and Engineering for over 20 years in higher education and training. Her career has included various software development projects, teaching, research and administrative roles. She enjoys teaching and looking into how to improve student learning experience. Published around 50 research papers in refereed journals and conferences, 7 book chapters, 6 Patents. 8 PhD thesis completed under her guidance in the field of Internet of Things, Smart Cities, Ubiquitous Computing, Wireless Sensor Network, VANET, Image Processing specialized in Satellite Images, AI/ML & Deep Learning, and Cyber Security. Also done more than 10 projects in the field of Research and Consultancy.
Pooja Bijlani
Trainer (Subject Matter Expert) Future Skill AcademyPresently she is working as an IT Trainer (Subject Matter Expert) at Future Skill Academy, AISECT, Bhopal. She is having over 15 years of academic and research experience. Expert in Programming Languages C,C++,Python, Java, React Spring Boot, Artificial Intelligence, Machine Learning and Data Science. Students accoladed her programming language teaching skills. Having experience in number of End to End projects in Natural language Processing, Computer Vision and Python Desktop Application GUI. Web Designing.
Arpita Dubey
Executive Data science trainerWith over 1+ year of experience in Data science, hardcore hands-on indulgence in Data Science Industry for 1+ years Empowered 500+ People & counting.
Priyanka Sharma
Frontend DeveloperPresently she is working as a IT Trainer (Subject Expert )at Future Skill Academy, AISECT, Bhopal. She is having over 4 years of Industry Experience. She has previously worked with companies like Scry Analytics, Byju's, and Edureka. Developed Learning content for YouTube, and Udemy. Hosted Europe Big Data International Conference on Machine Learning and recent developments in the field of Big Data
Still have queries? Talk to our counselors who are available to guide you.
Shareable Certificate
Other Details
₹18,999 ₹15,999
Get guaranteed placement support and jumpstart your career in Data Science.
FAQs
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What are the best Data Science & Python Programming certifications I can go for?
If you're looking to evaluate your options when it comes to Data Science and Python certifications, AISECT provides you with a plethora of options including- Python for Data Science Advance Certificate Course
Data Science using Python Certificate Course
Python for Data Science Certificate Course
Data Science & Machine Learning Foundation Course
Data Visualization in Python Advance Certificate Course
Python for Data Science Bootcamp Certificate Course
Python for Data Science Advance Certificate Course
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What are the Jobs options you will have once you complete this certification course online?
Your scope in the field of python is quite vast once you finish a certificate course. You can apply for jobs on websites like Indeed.com which has over 40,000 job listings that require Python programming experience or skills. There are job titles such as Python Developer, Python Software Engineer and Full Stack Developer that you can apply for. The salaries for Python-specific jobs are 43% higher than $100K annually, while some senior-level Python programming engineers earn over $200K per annum. Having the adequate skills for python can overall lead to a secure career path.
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What are the present career paths in Data Science?
Following an online certification in data science, python experts can apply for jobs for titles such as Data Scientist, Data Analyst, Data Engineer & Business Intelligence Developer. The job description for these positions may include using Python to create, edit or manage software along with testing and debugging code or building websites. After getting acquainted with Python it also becomes easier to work in finance, education, project management, computation, or financial services.
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How soon after signing up would I get access to the learning content?
Following enrollment, you will be given immediate access to the LMS, which will be available to you for next one year. You'll get full access to all past class recordings, PPTs, PDFs, and assignments. In addition, you will have immediate access to our 24-hour support team. You may immediately begin learning.
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Will I Get Placement Assistance After Completing My Python Online Course?
More than 70% of AISECT learners have reported changes in job profile (promotion), work location (onsite), lateral transfers & new job offers. AISECT Learn's Python Course is well recognized in the IT industry as it is a testament to the intensive and practical learning you have gone through and the real-life projects you have delivered.
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Who are trainers in these certificate programs in Data Science and Machine Learning?
The instructors for these programs are industry experts who are highly efficient and well-informed in this field. Video lessons by top faculty from RTNU, Bhopal will also be provided to you.
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What certificate will I be given on course completion?
You will receive an industry-recognized certification post completion of the paid programs.
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Do you offer financing options?
We value the candidates who wish to learn but do not have the financial bandwidth to make an upfront payment of the fees. Hence, AISECT Learn in tie-up with financing partners offers an easy EMI option to the candidates.
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