- Other Location: Bur Dubai - Dubai Al Majaz - Sharjah
- Duration: Upto 24 Hours
Course details
Python Programming - Data Sciences
Introduction to NumPy
- Understanding Data Types in Python
- Arrays in Python
- Fixed Type Arrays
- NumPy Standard Data Types
- Basics of NumPy Arrays
- NumPy Array Attribute
- Array Indexing and Slicing
- Fancy Indexing
- Reshaping Array
- Array Concatenation and Splitting
- Aggregation on Arrays
- Comparisons, Masks, and Boolean Logic on Arrays
- Sorting Arrays
- Computation on NumPy Arrays: Universal Function
- Introduction to Pandas Objects
- The Pandas Series Objects
- The Pandas DataFrame Objects
- The Pandas Index Objects
- Data Indexing and Selection
- Data Selection in series
- Data Selection in DataFrame
- Operating on Data in Pandas
- Ufuncs: Index Preservation
- Ufuncs: Index Alignment
- Ufuncs: Operation between DataFrame and Series
- Operating Null Values
- Hierarchical Indexing
- A Multiply Indexed Series
- Methods of MultiIndex Creation
- Indexing and Slicing a MultiIndex
- Rearranging Multi-Indices
- Combining Datasets: Concat and Append
- Combining Datasets: Merge and join
- Aggregation and Grouping
- Vectorized String Operators
- Working with Time Series
- High Performance Pandas: eval() and query()
- Importing Matplotlib
- Setting styles
- Simple Line Plots
- Simple Scatter Plots
- Visualizing Error
- Density and Contour Plots
- Histograms, Binning and Density
- Customizing Plot Legends
- Customizing Colorbars
- Multiple Subplots
- Text and Annotation
- Customizing Ticks
Eligibility / Requirements
knowledge of Python Programming,Programming knowledge
Job roles this course is suitable for:
Python Programmer , Data Science Advocate , Data Research AssistantCourse Location
About Aptech Computer Training
Aptech Computer Training is among the leaders in career education in the Dubai & Sharjah. The company focuses on career development for students and working professionals. In addition, Aptech Computer Training also offers various training services to large companies to help develop the skills of their employees.
Newly emerging trends and technologies like Artificial Intelligence (AI) cloud computing, mobile applications, Multimedia courses, Social media and Data analytics are bringing about increasing job opportunities in the IT & ICT industry. Aptech Computer Training, through its courses and curriculum, ensures that you are at par with global standards. We provide KHDA Attested Certificates.
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